Merge pull request #2 from pauldevos/add-analytics

added new data anlysis libraries

Author: pauldevos

Python-Data-Analysis-Libraries.md

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+# Python-Data-Analysis-Libraries
+
+- Numpy
+- Pandas
+- Vaex
+- [Modin](https://modin.readthedocs.io/en/stable/)
+- Ray
+- Fugue
+- Spark
+- [Datatable](https://github.com/h2oai/datatable)
+- [Polars](https://github.com/pola-rs/polars)
+- Dask
+
+
+
+|Library | Multiprocessing | Distributed | Workload Capacity | Documentation|
+|---|----|------|-----|-----|
+| Pandas | No | No | < 50 GB | [Docs](https://github.com/pandas-dev/pandas) | 
+| Numpy | No | No | < 200 GB | [Docs](https://github.com/numpy/numpy) | 
+| Modin | Yes | Yes | < 5000 GB | [Docs](https://modin.readthedocs.io/en/stable/) | 
+| Dask | Yes | Yes | < 50000 GB | [Docs](https://github.com/dask/dask) | 
+| Ray | Yes | Yes | < 2000 GB | [Docs](https://github.com/ray-project/ray) | 
+| PySpark | Yes | Yes | < 500000 GB | [Docs](https://github.com/apache/spark) | 
+| Vaex | Yes | No | < 2000 GB | [Docs](https://github.com/vaexio/vaex) | 
+| Datatable | Yes | No | < 200 GB | [Docs](https://github.com/h2oai/datatable) | 
+| Polars | Yes | No | < 200 GB | [Docs](https://github.com/pola-rs/polars) | 
+| cuDF | Yes | Yes | < 200 GB | [Docs](https://github.com/rapidsai/cudf) | 
+| Fugue | Yes | Yes | < 200 GB | [Docs](https://github.com/rapidsai/cudf) | 
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