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Remove duplicate cell #2

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128 changes: 1 addition & 127 deletions notebooks/00 - The Baseball Data - Cleaning it.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -330,132 +330,6 @@
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>break_y</th>\n",
" <th>break_angle</th>\n",
" <th>break_length</th>\n",
" <th>pitch_name</th>\n",
" <th>type_confidence</th>\n",
" <th>zone</th>\n",
" <th>nasty</th>\n",
" <th>spin_dir</th>\n",
" <th>spin_rate</th>\n",
" <th>comments</th>\n",
" <th>unk</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 23.8</td>\n",
" <td>-41.3</td>\n",
" <td> 6.3</td>\n",
" <td> Fastball</td>\n",
" <td> 0.894</td>\n",
" <td> 9</td>\n",
" <td> 65</td>\n",
" <td> 120.583</td>\n",
" <td> 2541.561</td>\n",
" <td> NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td> 23.8</td>\n",
" <td>-44.6</td>\n",
" <td> 5.4</td>\n",
" <td> Fastball</td>\n",
" <td> 0.895</td>\n",
" <td> 12</td>\n",
" <td> 62</td>\n",
" <td> 128.371</td>\n",
" <td> 2589.087</td>\n",
" <td> NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> 23.8</td>\n",
" <td>-10.4</td>\n",
" <td> 5.8</td>\n",
" <td> Slider</td>\n",
" <td> 0.931</td>\n",
" <td> 8</td>\n",
" <td> 32</td>\n",
" <td> 148.073</td>\n",
" <td> 1133.227</td>\n",
" <td> NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td> 23.8</td>\n",
" <td> 2.6</td>\n",
" <td> 6.8</td>\n",
" <td> Slider</td>\n",
" <td> 0.926</td>\n",
" <td> 8</td>\n",
" <td> 34</td>\n",
" <td> 189.793</td>\n",
" <td> 430.593</td>\n",
" <td> NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td> 23.8</td>\n",
" <td> -3.1</td>\n",
" <td> 7.3</td>\n",
" <td> Slider</td>\n",
" <td> 0.915</td>\n",
" <td> 13</td>\n",
" <td> 55</td>\n",
" <td> 140.567</td>\n",
" <td> 482.080</td>\n",
" <td> NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 34,
"text": [
" break_y break_angle break_length pitch_name type_confidence zone \\\n",
"0 23.8 -41.3 6.3 Fastball 0.894 9 \n",
"1 23.8 -44.6 5.4 Fastball 0.895 12 \n",
"2 23.8 -10.4 5.8 Slider 0.931 8 \n",
"3 23.8 2.6 6.8 Slider 0.926 8 \n",
"4 23.8 -3.1 7.3 Slider 0.915 13 \n",
"\n",
" nasty spin_dir spin_rate comments unk \n",
"0 65 120.583 2541.561 NaN NaN \n",
"1 62 128.371 2589.087 NaN NaN \n",
"2 32 148.073 1133.227 NaN NaN \n",
"3 34 189.793 430.593 NaN NaN \n",
"4 55 140.567 482.080 NaN NaN "
]
}
],
"prompt_number": 34
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"df.ix[:,25:].head()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
Expand Down Expand Up @@ -601,4 +475,4 @@
"metadata": {}
}
]
}
}