Calculating_Averages.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "choices = pd.read_csv('step5.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>game_date</th>\n",
       "      <th>first_name_tx</th>\n",
       "      <th>last_name_tx</th>\n",
       "      <th>game_id</th>\n",
       "      <th>bat_id</th>\n",
       "      <th>bat_home_id</th>\n",
       "      <th>bat_lineup_id</th>\n",
       "      <th>array_agg</th>\n",
       "      <th>count</th>\n",
       "      <th>best_hit</th>\n",
       "      <th>num_hits</th>\n",
       "      <th>num_singles</th>\n",
       "      <th>num_doubles</th>\n",
       "      <th>num_triples</th>\n",
       "      <th>num_hrs</th>\n",
       "      <th>batter_home</th>\n",
       "      <th>opposing_pitcher_id</th>\n",
       "      <th>team_id</th>\n",
       "      <th>opposing_team_id</th>\n",
       "      <th>dh_fl</th>\n",
       "      <th>daynight_park_cd</th>\n",
       "      <th>park_id</th>\n",
       "      <th>away_start_pit_id</th>\n",
       "      <th>home_start_pit_id</th>\n",
       "      <th>attend_park_ct</th>\n",
       "      <th>temp_park_ct</th>\n",
       "      <th>wind_speed_park_ct</th>\n",
       "      <th>field_park_cd</th>\n",
       "      <th>precip_park_cd</th>\n",
       "      <th>sky_park_cd</th>\n",
       "      <th>bat_hand</th>\n",
       "      <th>pit_hand_cd</th>\n",
       "      <th>previous_batter_14</th>\n",
       "      <th>previous_batter_15</th>\n",
       "      <th>previous_batter_16</th>\n",
       "      <th>previous_batter_17</th>\n",
       "      <th>previous_batter_18</th>\n",
       "      <th>previous_batter_19</th>\n",
       "      <th>previous_batter_2</th>\n",
       "      <th>previous_batter_20</th>\n",
       "      <th>previous_batter_21</th>\n",
       "      <th>previous_batter_22</th>\n",
       "      <th>previous_batter_23</th>\n",
       "      <th>previous_batter_3</th>\n",
       "      <th>previous_pitcher_14</th>\n",
       "      <th>previous_pitcher_15</th>\n",
       "      <th>previous_pitcher_16</th>\n",
       "      <th>previous_pitcher_17</th>\n",
       "      <th>previous_pitcher_18</th>\n",
       "      <th>previous_pitcher_19</th>\n",
       "      <th>previous_pitcher_2</th>\n",
       "      <th>previous_pitcher_20</th>\n",
       "      <th>previous_pitcher_21</th>\n",
       "      <th>previous_pitcher_22</th>\n",
       "      <th>previous_pitcher_23</th>\n",
       "      <th>previous_pitcher_3</th>\n",
       "      <th>pitcher_against_hand_14</th>\n",
       "      <th>pitcher_against_hand_15</th>\n",
       "      <th>pitcher_against_hand_16</th>\n",
       "      <th>pitcher_against_hand_17</th>\n",
       "      <th>pitcher_against_hand_18</th>\n",
       "      <th>pitcher_against_hand_19</th>\n",
       "      <th>pitcher_against_hand_2</th>\n",
       "      <th>pitcher_against_hand_20</th>\n",
       "      <th>pitcher_against_hand_21</th>\n",
       "      <th>pitcher_against_hand_22</th>\n",
       "      <th>pitcher_against_hand_23</th>\n",
       "      <th>pitcher_against_hand_3</th>\n",
       "      <th>batter_against_hand_14</th>\n",
       "      <th>batter_against_hand_15</th>\n",
       "      <th>batter_against_hand_16</th>\n",
       "      <th>batter_against_hand_17</th>\n",
       "      <th>batter_against_hand_18</th>\n",
       "      <th>batter_against_hand_19</th>\n",
       "      <th>batter_against_hand_2</th>\n",
       "      <th>batter_against_hand_20</th>\n",
       "      <th>batter_against_hand_21</th>\n",
       "      <th>batter_against_hand_22</th>\n",
       "      <th>batter_against_hand_23</th>\n",
       "      <th>batter_against_hand_3</th>\n",
       "      <th>bullpen_14</th>\n",
       "      <th>bullpen_15</th>\n",
       "      <th>bullpen_16</th>\n",
       "      <th>bullpen_17</th>\n",
       "      <th>bullpen_18</th>\n",
       "      <th>bullpen_19</th>\n",
       "      <th>bullpen_2</th>\n",
       "      <th>bullpen_20</th>\n",
       "      <th>bullpen_21</th>\n",
       "      <th>bullpen_22</th>\n",
       "      <th>bullpen_23</th>\n",
       "      <th>bullpen_3</th>\n",
       "      <th>total_batter_appearances</th>\n",
       "      <th>hitting_average</th>\n",
       "      <th>walking_average</th>\n",
       "      <th>total_pitcher_appearances</th>\n",
       "      <th>pitcher_hitting_average</th>\n",
       "      <th>pitcher_walking_average</th>\n",
       "      <th>hand_pitcher_appearances</th>\n",
       "      <th>hand_pitcher_hitting_average</th>\n",
       "      <th>hand_pitcher_walking_average</th>\n",
       "      <th>hand_batter_appearances</th>\n",
       "      <th>hand_hitting_average</th>\n",
       "      <th>hand_walking_average</th>\n",
       "      <th>bullpen_appearances</th>\n",
       "      <th>bullpen_average</th>\n",
       "      <th>bullpen_walking_average</th>\n",
       "      <th>got_hit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>0</td>\n",
       "      <td>2015-04-10</td>\n",
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       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>B</td>\n",
       "      <td>L</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Lorenzo</td>\n",
       "      <td>Cain</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>cainl001</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Kole</td>\n",
       "      <td>Calhoun</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>calhk001</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
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       "      <td>1</td>\n",
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       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
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       "      <td>7</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>13.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>0.200000</td>\n",
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       "      <td>26.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Collin</td>\n",
       "      <td>Cowgill</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>cowgc001</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
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       "      <td>2</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
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       "      <td>7</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>C.J.</td>\n",
       "      <td>Cron</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>cronc002</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Alcides</td>\n",
       "      <td>Escobar</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>escoa003</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>David</td>\n",
       "      <td>Freese</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>freed001</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Johnny</td>\n",
       "      <td>Giavotella</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>giavj001</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>[u'R', u'R', u'R']</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Alex</td>\n",
       "      <td>Gordon</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>gorda001</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>L</td>\n",
       "      <td>L</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Eric</td>\n",
       "      <td>Hosmer</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>hosme001</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'L', u'L', u'L', u'L', u'L']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>L</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Chris</td>\n",
       "      <td>Iannetta</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>iannc001</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Omar</td>\n",
       "      <td>Infante</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>infao001</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Kendrys</td>\n",
       "      <td>Morales</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>morak001</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>B</td>\n",
       "      <td>L</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Mike</td>\n",
       "      <td>Moustakas</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>mousm001</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'L', u'L', u'L', u'L', u'L']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>L</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Salvador</td>\n",
       "      <td>Perez</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>peres002</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Albert</td>\n",
       "      <td>Pujols</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>pujoa001</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Alex</td>\n",
       "      <td>Rios</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>riosa002</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>santh001</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>2015-04-10</td>\n",
       "      <td>Mike</td>\n",
       "      <td>Trout</td>\n",
       "      <td>ANA201504100</td>\n",
       "      <td>troum001</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>vargj001</td>\n",
       "      <td>santh001</td>\n",
       "      <td>44489</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Erick</td>\n",
       "      <td>Aybar</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>aybae001</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>B</td>\n",
       "      <td>R</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Drew</td>\n",
       "      <td>Butera</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>buted001</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'R', u'R']</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Lorenzo</td>\n",
       "      <td>Cain</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>cainl001</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Kole</td>\n",
       "      <td>Calhoun</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>calhk001</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Alcides</td>\n",
       "      <td>Escobar</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>escoa003</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>David</td>\n",
       "      <td>Freese</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>freed001</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Johnny</td>\n",
       "      <td>Giavotella</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>giavj001</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>[u'R', u'R', u'R']</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Alex</td>\n",
       "      <td>Gordon</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>gorda001</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'L', u'L', u'L', u'L', u'L']</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18.0</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Eric</td>\n",
       "      <td>Hosmer</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>hosme001</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'L', u'L', u'L', u'L', u'L']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18.0</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Omar</td>\n",
       "      <td>Infante</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>infao001</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Matthew</td>\n",
       "      <td>Joyce</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>joycm001</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>ANA</td>\n",
       "      <td>KCA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>2015-04-11</td>\n",
       "      <td>Kendrys</td>\n",
       "      <td>Morales</td>\n",
       "      <td>ANA201504110</td>\n",
       "      <td>morak001</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'L', u'L', u'L']</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>KCA</td>\n",
       "      <td>ANA</td>\n",
       "      <td>T</td>\n",
       "      <td>N</td>\n",
       "      <td>ANA01</td>\n",
       "      <td>guthj001</td>\n",
       "      <td>weavj003</td>\n",
       "      <td>44154</td>\n",
       "      <td>68</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>B</td>\n",
       "      <td>R</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>41.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41248</th>\n",
       "      <td>41248</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Andres</td>\n",
       "      <td>Blanco</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>blana001</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'L', u'R', u'R', u'R', u'R', u'L']</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>B</td>\n",
       "      <td>L</td>\n",
       "      <td>20.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>113.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>46.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>38.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>244.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.098361</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>89.0</td>\n",
       "      <td>0.280899</td>\n",
       "      <td>0.101124</td>\n",
       "      <td>84.0</td>\n",
       "      <td>0.297619</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41249</th>\n",
       "      <td>41249</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Matt</td>\n",
       "      <td>den Dekker</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>dendm001</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>0.191011</td>\n",
       "      <td>0.089888</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>276.0</td>\n",
       "      <td>0.268116</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>79.0</td>\n",
       "      <td>0.215190</td>\n",
       "      <td>0.101266</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41250</th>\n",
       "      <td>41250</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Ian</td>\n",
       "      <td>Desmond</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>desmi001</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'R', u'R', u'R']</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>254.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>179.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>148.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>619.0</td>\n",
       "      <td>0.211632</td>\n",
       "      <td>0.071082</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>416.0</td>\n",
       "      <td>0.252404</td>\n",
       "      <td>0.040865</td>\n",
       "      <td>488.0</td>\n",
       "      <td>0.209016</td>\n",
       "      <td>0.063525</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41251</th>\n",
       "      <td>41251</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Yunel</td>\n",
       "      <td>Escobar</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>escoy001</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>43.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>282.0</td>\n",
       "      <td>133.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>577.0</td>\n",
       "      <td>0.291161</td>\n",
       "      <td>0.088388</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>416.0</td>\n",
       "      <td>0.252404</td>\n",
       "      <td>0.040865</td>\n",
       "      <td>446.0</td>\n",
       "      <td>0.291480</td>\n",
       "      <td>0.091928</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41252</th>\n",
       "      <td>41252</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Jeff</td>\n",
       "      <td>Francoeur</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>franj004</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>157.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>138.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>0.241590</td>\n",
       "      <td>0.042813</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>519.0</td>\n",
       "      <td>0.233141</td>\n",
       "      <td>0.113680</td>\n",
       "      <td>131.0</td>\n",
       "      <td>0.221374</td>\n",
       "      <td>0.045802</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41253</th>\n",
       "      <td>41253</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Freddy</td>\n",
       "      <td>Galvis</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>galvf001</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'R', u'L', u'R', u'R', u'L', u'R']</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>B</td>\n",
       "      <td>L</td>\n",
       "      <td>25.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>297.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>46.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>80.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>573.0</td>\n",
       "      <td>0.244328</td>\n",
       "      <td>0.050611</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>89.0</td>\n",
       "      <td>0.280899</td>\n",
       "      <td>0.101124</td>\n",
       "      <td>148.0</td>\n",
       "      <td>0.277027</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41254</th>\n",
       "      <td>41254</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Bryce</td>\n",
       "      <td>Harper</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>harpb003</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>108.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>206.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>134.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>630.0</td>\n",
       "      <td>0.268254</td>\n",
       "      <td>0.201587</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>276.0</td>\n",
       "      <td>0.268116</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>442.0</td>\n",
       "      <td>0.271493</td>\n",
       "      <td>0.212670</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41255</th>\n",
       "      <td>41255</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Erik</td>\n",
       "      <td>Kratz</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>krate001</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>138.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>519.0</td>\n",
       "      <td>0.233141</td>\n",
       "      <td>0.113680</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41256</th>\n",
       "      <td>41256</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Jose</td>\n",
       "      <td>Lobaton</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>lobaj001</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>B</td>\n",
       "      <td>R</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>54.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>54.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>148.0</td>\n",
       "      <td>0.175676</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>81.0</td>\n",
       "      <td>0.160494</td>\n",
       "      <td>0.074074</td>\n",
       "      <td>126.0</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41257</th>\n",
       "      <td>41257</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Anthony</td>\n",
       "      <td>Rendon</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>renda001</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>34.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>0.241590</td>\n",
       "      <td>0.116208</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>416.0</td>\n",
       "      <td>0.252404</td>\n",
       "      <td>0.040865</td>\n",
       "      <td>263.0</td>\n",
       "      <td>0.228137</td>\n",
       "      <td>0.121673</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41258</th>\n",
       "      <td>41258</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Clint</td>\n",
       "      <td>Robinson</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>robic001</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>152.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>321.0</td>\n",
       "      <td>0.233645</td>\n",
       "      <td>0.130841</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>276.0</td>\n",
       "      <td>0.268116</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>288.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.128472</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41259</th>\n",
       "      <td>41259</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Darin</td>\n",
       "      <td>Ruf</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>ruf-d001</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>126.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>138.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>42.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>0.220149</td>\n",
       "      <td>0.074627</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>519.0</td>\n",
       "      <td>0.233141</td>\n",
       "      <td>0.113680</td>\n",
       "      <td>103.0</td>\n",
       "      <td>0.330097</td>\n",
       "      <td>0.116505</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41260</th>\n",
       "      <td>41260</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Cameron</td>\n",
       "      <td>Rupp</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>ruppc001</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>PHI</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>18.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>69.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>138.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>407.0</td>\n",
       "      <td>278.0</td>\n",
       "      <td>0.212230</td>\n",
       "      <td>0.093525</td>\n",
       "      <td>713.0</td>\n",
       "      <td>0.241234</td>\n",
       "      <td>0.095372</td>\n",
       "      <td>519.0</td>\n",
       "      <td>0.233141</td>\n",
       "      <td>0.113680</td>\n",
       "      <td>64.0</td>\n",
       "      <td>0.296875</td>\n",
       "      <td>0.109375</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>0.220339</td>\n",
       "      <td>0.083686</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41261</th>\n",
       "      <td>41261</td>\n",
       "      <td>2015-09-27</td>\n",
       "      <td>Michael</td>\n",
       "      <td>Taylor</td>\n",
       "      <td>WAS201509270</td>\n",
       "      <td>taylm002</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>PHI</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>haraa001</td>\n",
       "      <td>gonzg003</td>\n",
       "      <td>28661</td>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>25.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>152.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>976.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>491.0</td>\n",
       "      <td>488.0</td>\n",
       "      <td>0.215164</td>\n",
       "      <td>0.069672</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.252149</td>\n",
       "      <td>0.078797</td>\n",
       "      <td>416.0</td>\n",
       "      <td>0.252404</td>\n",
       "      <td>0.040865</td>\n",
       "      <td>379.0</td>\n",
       "      <td>0.213720</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>2282.0</td>\n",
       "      <td>0.232691</td>\n",
       "      <td>0.105609</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41262</th>\n",
       "      <td>41262</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Tucker</td>\n",
       "      <td>Barnhart</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>barnt001</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'L', u'L', u'L']</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>B</td>\n",
       "      <td>R</td>\n",
       "      <td>18.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>132.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>102.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>259.0</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.096525</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>104.0</td>\n",
       "      <td>0.221154</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>208.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.096154</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41263</th>\n",
       "      <td>41263</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Brennan</td>\n",
       "      <td>Boesch</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>boesb001</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>[u'L', u'L', u'L']</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>43.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>182.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>42.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>0.149425</td>\n",
       "      <td>0.057471</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>395.0</td>\n",
       "      <td>0.225316</td>\n",
       "      <td>0.053165</td>\n",
       "      <td>79.0</td>\n",
       "      <td>0.151899</td>\n",
       "      <td>0.050633</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41264</th>\n",
       "      <td>41264</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Jay</td>\n",
       "      <td>Bruce</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>brucj001</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>48.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>296.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>138.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>182.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>212.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>622.0</td>\n",
       "      <td>0.204180</td>\n",
       "      <td>0.093248</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>395.0</td>\n",
       "      <td>0.225316</td>\n",
       "      <td>0.053165</td>\n",
       "      <td>447.0</td>\n",
       "      <td>0.205817</td>\n",
       "      <td>0.096197</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41265</th>\n",
       "      <td>41265</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Ivan</td>\n",
       "      <td>De Jesus</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>dejei002</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>180.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>0.235577</td>\n",
       "      <td>0.096154</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>429.0</td>\n",
       "      <td>0.193473</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>151.0</td>\n",
       "      <td>0.225166</td>\n",
       "      <td>0.105960</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41266</th>\n",
       "      <td>41266</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Matt</td>\n",
       "      <td>den Dekker</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>dendm001</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>L</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>0.225806</td>\n",
       "      <td>0.086022</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>53.0</td>\n",
       "      <td>0.188679</td>\n",
       "      <td>0.169811</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41267</th>\n",
       "      <td>41267</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Todd</td>\n",
       "      <td>Frazier</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>frazt001</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>314.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>180.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>243.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>655.0</td>\n",
       "      <td>0.236641</td>\n",
       "      <td>0.076336</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>429.0</td>\n",
       "      <td>0.193473</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>499.0</td>\n",
       "      <td>0.232465</td>\n",
       "      <td>0.084168</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41268</th>\n",
       "      <td>41268</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Tyler</td>\n",
       "      <td>Moore</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>moort002</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>192.0</td>\n",
       "      <td>0.192708</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.169492</td>\n",
       "      <td>0.135593</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41269</th>\n",
       "      <td>41269</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Wilson</td>\n",
       "      <td>Ramos</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>ramow001</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>65.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>486.0</td>\n",
       "      <td>0.218107</td>\n",
       "      <td>0.043210</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>121.0</td>\n",
       "      <td>0.214876</td>\n",
       "      <td>0.049587</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41270</th>\n",
       "      <td>41270</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Anthony</td>\n",
       "      <td>Rendon</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>renda001</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>35.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>0.238671</td>\n",
       "      <td>0.117825</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>64.0</td>\n",
       "      <td>0.296875</td>\n",
       "      <td>0.093750</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41271</th>\n",
       "      <td>41271</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Clint</td>\n",
       "      <td>Robinson</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>robic001</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>L</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>156.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>325.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.129231</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>53.0</td>\n",
       "      <td>0.188679</td>\n",
       "      <td>0.169811</td>\n",
       "      <td>33.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.151515</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41272</th>\n",
       "      <td>41272</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Skip</td>\n",
       "      <td>Schumaker</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>schus001</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>126.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>182.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>0.224806</td>\n",
       "      <td>0.089147</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>395.0</td>\n",
       "      <td>0.225316</td>\n",
       "      <td>0.053165</td>\n",
       "      <td>233.0</td>\n",
       "      <td>0.223176</td>\n",
       "      <td>0.077253</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41273</th>\n",
       "      <td>41273</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Eugenio</td>\n",
       "      <td>Suarez</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>suare001</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>[u'R', u'R', u'R']</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>R</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>162.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>180.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>132.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>370.0</td>\n",
       "      <td>0.264865</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>429.0</td>\n",
       "      <td>0.193473</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>291.0</td>\n",
       "      <td>0.261168</td>\n",
       "      <td>0.048110</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41274</th>\n",
       "      <td>41274</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Michael</td>\n",
       "      <td>Taylor</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>taylm002</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>[u'R', u'R', u'R', u'R', u'R']</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>25.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>153.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>43.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>492.0</td>\n",
       "      <td>0.213415</td>\n",
       "      <td>0.069106</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>109.0</td>\n",
       "      <td>0.220183</td>\n",
       "      <td>0.073394</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41275</th>\n",
       "      <td>41275</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Trea</td>\n",
       "      <td>Turner</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>turnt001</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41276</th>\n",
       "      <td>41276</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Dan</td>\n",
       "      <td>Uggla</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>uggld001</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>[u'R', u'R', u'R', u'R']</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>WAS</td>\n",
       "      <td>CIN</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>R</td>\n",
       "      <td>L</td>\n",
       "      <td>18.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.0</td>\n",
       "      <td>203.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1032.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>466.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>0.154412</td>\n",
       "      <td>0.132353</td>\n",
       "      <td>150.0</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>98.0</td>\n",
       "      <td>0.173469</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>40.0</td>\n",
       "      <td>0.225000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>0.214729</td>\n",
       "      <td>0.106477</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41277</th>\n",
       "      <td>41277</td>\n",
       "      <td>2015-09-28</td>\n",
       "      <td>Joey</td>\n",
       "      <td>Votto</td>\n",
       "      <td>WAS201509280</td>\n",
       "      <td>vottj001</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>[u'L', u'L', u'L', u'L']</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>schem001</td>\n",
       "      <td>CIN</td>\n",
       "      <td>WAS</td>\n",
       "      <td>F</td>\n",
       "      <td>D</td>\n",
       "      <td>WAS11</td>\n",
       "      <td>finnb001</td>\n",
       "      <td>schem001</td>\n",
       "      <td>24420</td>\n",
       "      <td>80</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>L</td>\n",
       "      <td>R</td>\n",
       "      <td>125.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>102.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>127.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>182.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>409.0</td>\n",
       "      <td>668.0</td>\n",
       "      <td>0.248503</td>\n",
       "      <td>0.215569</td>\n",
       "      <td>842.0</td>\n",
       "      <td>0.206651</td>\n",
       "      <td>0.042755</td>\n",
       "      <td>395.0</td>\n",
       "      <td>0.225316</td>\n",
       "      <td>0.053165</td>\n",
       "      <td>469.0</td>\n",
       "      <td>0.245203</td>\n",
       "      <td>0.219616</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>0.222048</td>\n",
       "      <td>0.084639</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>41278 rows × 109 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0   game_date first_name_tx last_name_tx       game_id  \\\n",
       "0               0  2015-04-10         Erick        Aybar  ANA201504100   \n",
       "1               1  2015-04-10       Lorenzo         Cain  ANA201504100   \n",
       "2               2  2015-04-10          Kole      Calhoun  ANA201504100   \n",
       "3               3  2015-04-10        Collin      Cowgill  ANA201504100   \n",
       "4               4  2015-04-10          C.J.         Cron  ANA201504100   \n",
       "5               5  2015-04-10       Alcides      Escobar  ANA201504100   \n",
       "6               6  2015-04-10         David       Freese  ANA201504100   \n",
       "7               7  2015-04-10        Johnny   Giavotella  ANA201504100   \n",
       "8               8  2015-04-10          Alex       Gordon  ANA201504100   \n",
       "9               9  2015-04-10          Eric       Hosmer  ANA201504100   \n",
       "10             10  2015-04-10         Chris     Iannetta  ANA201504100   \n",
       "11             11  2015-04-10          Omar      Infante  ANA201504100   \n",
       "12             12  2015-04-10       Kendrys      Morales  ANA201504100   \n",
       "13             13  2015-04-10          Mike    Moustakas  ANA201504100   \n",
       "14             14  2015-04-10      Salvador        Perez  ANA201504100   \n",
       "15             15  2015-04-10        Albert       Pujols  ANA201504100   \n",
       "16             16  2015-04-10          Alex         Rios  ANA201504100   \n",
       "17             17  2015-04-10          Mike        Trout  ANA201504100   \n",
       "18             18  2015-04-11         Erick        Aybar  ANA201504110   \n",
       "19             19  2015-04-11          Drew       Butera  ANA201504110   \n",
       "20             20  2015-04-11       Lorenzo         Cain  ANA201504110   \n",
       "21             21  2015-04-11          Kole      Calhoun  ANA201504110   \n",
       "22             22  2015-04-11       Alcides      Escobar  ANA201504110   \n",
       "23             23  2015-04-11         David       Freese  ANA201504110   \n",
       "24             24  2015-04-11        Johnny   Giavotella  ANA201504110   \n",
       "25             25  2015-04-11          Alex       Gordon  ANA201504110   \n",
       "26             26  2015-04-11          Eric       Hosmer  ANA201504110   \n",
       "27             27  2015-04-11          Omar      Infante  ANA201504110   \n",
       "28             28  2015-04-11       Matthew        Joyce  ANA201504110   \n",
       "29             29  2015-04-11       Kendrys      Morales  ANA201504110   \n",
       "...           ...         ...           ...          ...           ...   \n",
       "41248       41248  2015-09-27        Andres       Blanco  WAS201509270   \n",
       "41249       41249  2015-09-27          Matt   den Dekker  WAS201509270   \n",
       "41250       41250  2015-09-27           Ian      Desmond  WAS201509270   \n",
       "41251       41251  2015-09-27         Yunel      Escobar  WAS201509270   \n",
       "41252       41252  2015-09-27          Jeff    Francoeur  WAS201509270   \n",
       "41253       41253  2015-09-27        Freddy       Galvis  WAS201509270   \n",
       "41254       41254  2015-09-27         Bryce       Harper  WAS201509270   \n",
       "41255       41255  2015-09-27          Erik        Kratz  WAS201509270   \n",
       "41256       41256  2015-09-27          Jose      Lobaton  WAS201509270   \n",
       "41257       41257  2015-09-27       Anthony       Rendon  WAS201509270   \n",
       "41258       41258  2015-09-27         Clint     Robinson  WAS201509270   \n",
       "41259       41259  2015-09-27         Darin          Ruf  WAS201509270   \n",
       "41260       41260  2015-09-27       Cameron         Rupp  WAS201509270   \n",
       "41261       41261  2015-09-27       Michael       Taylor  WAS201509270   \n",
       "41262       41262  2015-09-28        Tucker     Barnhart  WAS201509280   \n",
       "41263       41263  2015-09-28       Brennan       Boesch  WAS201509280   \n",
       "41264       41264  2015-09-28           Jay        Bruce  WAS201509280   \n",
       "41265       41265  2015-09-28          Ivan     De Jesus  WAS201509280   \n",
       "41266       41266  2015-09-28          Matt   den Dekker  WAS201509280   \n",
       "41267       41267  2015-09-28          Todd      Frazier  WAS201509280   \n",
       "41268       41268  2015-09-28         Tyler        Moore  WAS201509280   \n",
       "41269       41269  2015-09-28        Wilson        Ramos  WAS201509280   \n",
       "41270       41270  2015-09-28       Anthony       Rendon  WAS201509280   \n",
       "41271       41271  2015-09-28         Clint     Robinson  WAS201509280   \n",
       "41272       41272  2015-09-28          Skip    Schumaker  WAS201509280   \n",
       "41273       41273  2015-09-28       Eugenio       Suarez  WAS201509280   \n",
       "41274       41274  2015-09-28       Michael       Taylor  WAS201509280   \n",
       "41275       41275  2015-09-28          Trea       Turner  WAS201509280   \n",
       "41276       41276  2015-09-28           Dan        Uggla  WAS201509280   \n",
       "41277       41277  2015-09-28          Joey        Votto  WAS201509280   \n",
       "\n",
       "         bat_id  bat_home_id  bat_lineup_id  \\\n",
       "0      aybae001            1              6   \n",
       "1      cainl001            0              3   \n",
       "2      calhk001            1              1   \n",
       "3      cowgc001            1              8   \n",
       "4      cronc002            1              5   \n",
       "5      escoa003            0              1   \n",
       "6      freed001            1              4   \n",
       "7      giavj001            1              9   \n",
       "8      gorda001            0              6   \n",
       "9      hosme001            0              4   \n",
       "10     iannc001            1              7   \n",
       "11     infao001            0              9   \n",
       "12     morak001            0              5   \n",
       "13     mousm001            0              2   \n",
       "14     peres002            0              8   \n",
       "15     pujoa001            1              3   \n",
       "16     riosa002            0              7   \n",
       "17     troum001            1              2   \n",
       "18     aybae001            1              6   \n",
       "19     buted001            1              8   \n",
       "20     cainl001            0              3   \n",
       "21     calhk001            1              1   \n",
       "22     escoa003            0              1   \n",
       "23     freed001            1              5   \n",
       "24     giavj001            1              9   \n",
       "25     gorda001            0              6   \n",
       "26     hosme001            0              4   \n",
       "27     infao001            0              9   \n",
       "28     joycm001            1              4   \n",
       "29     morak001            0              5   \n",
       "...         ...          ...            ...   \n",
       "41248  blana001            0              2   \n",
       "41249  dendm001            1              7   \n",
       "41250  desmi001            1              6   \n",
       "41251  escoy001            1              4   \n",
       "41252  franj004            0              5   \n",
       "41253  galvf001            0              1   \n",
       "41254  harpb003            1              3   \n",
       "41255  krate001            0              6   \n",
       "41256  lobaj001            1              8   \n",
       "41257  renda001            1              2   \n",
       "41258  robic001            1              5   \n",
       "41259  ruf-d001            0              4   \n",
       "41260  ruppc001            0              8   \n",
       "41261  taylm002            1              1   \n",
       "41262  barnt001            0              8   \n",
       "41263  boesb001            0              7   \n",
       "41264  brucj001            0              5   \n",
       "41265  dejei002            0              2   \n",
       "41266  dendm001            1              7   \n",
       "41267  frazt001            0              4   \n",
       "41268  moort002            1              6   \n",
       "41269  ramow001            1              5   \n",
       "41270  renda001            1              3   \n",
       "41271  robic001            1              4   \n",
       "41272  schus001            0              1   \n",
       "41273  suare001            0              6   \n",
       "41274  taylm002            1              1   \n",
       "41275  turnt001            1              2   \n",
       "41276  uggld001            1              8   \n",
       "41277  vottj001            0              3   \n",
       "\n",
       "                                  array_agg  count  best_hit  num_hits  \\\n",
       "0                  [u'R', u'L', u'R', u'L']      4         0         0   \n",
       "1            [u'R', u'R', u'R', u'R', u'R']      5         2         2   \n",
       "2                  [u'L', u'L', u'L', u'L']      4         2         1   \n",
       "3                              [u'R', u'R']      2         1         1   \n",
       "4                  [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "5            [u'R', u'R', u'R', u'R', u'R']      5         1         1   \n",
       "6                  [u'R', u'R', u'R', u'R']      4         4         2   \n",
       "7                        [u'R', u'R', u'R']      3         0         0   \n",
       "8                  [u'L', u'L', u'L', u'L']      4         0         0   \n",
       "9            [u'L', u'L', u'L', u'L', u'L']      5         1         1   \n",
       "10                 [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "11                 [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "12           [u'R', u'R', u'R', u'R', u'R']      5         4         2   \n",
       "13           [u'L', u'L', u'L', u'L', u'L']      5         1         1   \n",
       "14                 [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "15                 [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "16                 [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "17                 [u'R', u'R', u'R', u'R']      4         1         2   \n",
       "18                 [u'L', u'L', u'L', u'L']      4         1         1   \n",
       "19                             [u'R', u'R']      2         1         1   \n",
       "20           [u'R', u'R', u'R', u'R', u'R']      5         1         1   \n",
       "21                 [u'L', u'L', u'L', u'L']      4         4         2   \n",
       "22           [u'R', u'R', u'R', u'R', u'R']      5         1         1   \n",
       "23                 [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "24                       [u'R', u'R', u'R']      3         0         0   \n",
       "25           [u'L', u'L', u'L', u'L', u'L']      5         0         0   \n",
       "26           [u'L', u'L', u'L', u'L', u'L']      5         1         1   \n",
       "27                 [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "28                 [u'L', u'L', u'L', u'L']      4         0         0   \n",
       "29           [u'R', u'R', u'L', u'L', u'L']      5         2         3   \n",
       "...                                     ...    ...       ...       ...   \n",
       "41248  [u'L', u'R', u'R', u'R', u'R', u'L']      6         4         3   \n",
       "41249              [u'L', u'L', u'L', u'L']      4         4         4   \n",
       "41250                    [u'R', u'R', u'R']      3         4         3   \n",
       "41251              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41252        [u'R', u'R', u'R', u'R', u'R']      5         4         3   \n",
       "41253  [u'R', u'L', u'R', u'R', u'L', u'R']      6         1         3   \n",
       "41254              [u'L', u'L', u'L', u'L']      4         0         0   \n",
       "41255              [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "41256              [u'L', u'L', u'L', u'L']      4         2         1   \n",
       "41257              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41258              [u'L', u'L', u'L', u'L']      4         0         0   \n",
       "41259        [u'R', u'R', u'R', u'R', u'R']      5         0         0   \n",
       "41260        [u'R', u'R', u'R', u'R', u'R']      5         1         1   \n",
       "41261              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41262                    [u'L', u'L', u'L']      3         1         1   \n",
       "41263                    [u'L', u'L', u'L']      3         0         0   \n",
       "41264              [u'L', u'L', u'L', u'L']      4         0         0   \n",
       "41265              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41266              [u'L', u'L', u'L', u'L']      4         4         3   \n",
       "41267              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41268              [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "41269              [u'R', u'R', u'R', u'R']      4         4         1   \n",
       "41270              [u'R', u'R', u'R', u'R']      4         2         1   \n",
       "41271              [u'L', u'L', u'L', u'L']      4         1         1   \n",
       "41272              [u'L', u'L', u'L', u'L']      4         1         1   \n",
       "41273                    [u'R', u'R', u'R']      3         0         0   \n",
       "41274        [u'R', u'R', u'R', u'R', u'R']      5         1         2   \n",
       "41275              [u'R', u'R', u'R', u'R']      4         1         1   \n",
       "41276              [u'R', u'R', u'R', u'R']      4         0         0   \n",
       "41277              [u'L', u'L', u'L', u'L']      4         1         1   \n",
       "\n",
       "       num_singles  num_doubles  num_triples  num_hrs  batter_home  \\\n",
       "0                0            0            0        0            1   \n",
       "1                1            1            0        0            0   \n",
       "2                0            1            0        0            1   \n",
       "3                1            0            0        0            1   \n",
       "4                0            0            0        0            1   \n",
       "5                1            0            0        0            0   \n",
       "6                1            0            0        1            1   \n",
       "7                0            0            0        0            1   \n",
       "8                0            0            0        0            0   \n",
       "9                1            0            0        0            0   \n",
       "10               0            0            0        0            1   \n",
       "11               1            0            0        0            0   \n",
       "12               1            0            0        1            0   \n",
       "13               1            0            0        0            0   \n",
       "14               1            0            0        0            0   \n",
       "15               0            0            0        0            1   \n",
       "16               0            0            0        0            0   \n",
       "17               2            0            0        0            1   \n",
       "18               1            0            0        0            1   \n",
       "19               1            0            0        0            1   \n",
       "20               1            0            0        0            0   \n",
       "21               0            1            0        1            1   \n",
       "22               1            0            0        0            0   \n",
       "23               0            0            0        0            1   \n",
       "24               0            0            0        0            1   \n",
       "25               0            0            0        0            0   \n",
       "26               1            0            0        0            0   \n",
       "27               1            0            0        0            0   \n",
       "28               0            0            0        0            1   \n",
       "29               2            1            0        0            0   \n",
       "...            ...          ...          ...      ...          ...   \n",
       "41248            2            0            0        1            0   \n",
       "41249            2            1            0        1            1   \n",
       "41250            2            0            0        1            1   \n",
       "41251            0            0            0        0            1   \n",
       "41252            1            1            0        1            0   \n",
       "41253            3            0            0        0            0   \n",
       "41254            0            0            0        0            1   \n",
       "41255            1            0            0        0            0   \n",
       "41256            0            1            0        0            1   \n",
       "41257            0            0            0        0            1   \n",
       "41258            0            0            0        0            1   \n",
       "41259            0            0            0        0            0   \n",
       "41260            1            0            0        0            0   \n",
       "41261            0            0            0        0            1   \n",
       "41262            1            0            0        0            0   \n",
       "41263            0            0            0        0            0   \n",
       "41264            0            0            0        0            0   \n",
       "41265            0            0            0        0            0   \n",
       "41266            0            2            0        1            1   \n",
       "41267            0            0            0        0            0   \n",
       "41268            1            0            0        0            1   \n",
       "41269            0            0            0        1            1   \n",
       "41270            0            1            0        0            1   \n",
       "41271            1            0            0        0            1   \n",
       "41272            1            0            0        0            0   \n",
       "41273            0            0            0        0            0   \n",
       "41274            2            0            0        0            1   \n",
       "41275            1            0            0        0            1   \n",
       "41276            0            0            0        0            1   \n",
       "41277            1            0            0        0            0   \n",
       "\n",
       "      opposing_pitcher_id team_id opposing_team_id dh_fl daynight_park_cd  \\\n",
       "0                vargj001     ANA              KCA     T                N   \n",
       "1                santh001     KCA              ANA     T                N   \n",
       "2                vargj001     ANA              KCA     T                N   \n",
       "3                vargj001     ANA              KCA     T                N   \n",
       "4                vargj001     ANA              KCA     T                N   \n",
       "5                santh001     KCA              ANA     T                N   \n",
       "6                vargj001     ANA              KCA     T                N   \n",
       "7                vargj001     ANA              KCA     T                N   \n",
       "8                santh001     KCA              ANA     T                N   \n",
       "9                santh001     KCA              ANA     T                N   \n",
       "10               vargj001     ANA              KCA     T                N   \n",
       "11               santh001     KCA              ANA     T                N   \n",
       "12               santh001     KCA              ANA     T                N   \n",
       "13               santh001     KCA              ANA     T                N   \n",
       "14               santh001     KCA              ANA     T                N   \n",
       "15               vargj001     ANA              KCA     T                N   \n",
       "16               santh001     KCA              ANA     T                N   \n",
       "17               vargj001     ANA              KCA     T                N   \n",
       "18               guthj001     ANA              KCA     T                N   \n",
       "19               guthj001     ANA              KCA     T                N   \n",
       "20               weavj003     KCA              ANA     T                N   \n",
       "21               guthj001     ANA              KCA     T                N   \n",
       "22               weavj003     KCA              ANA     T                N   \n",
       "23               guthj001     ANA              KCA     T                N   \n",
       "24               guthj001     ANA              KCA     T                N   \n",
       "25               weavj003     KCA              ANA     T                N   \n",
       "26               weavj003     KCA              ANA     T                N   \n",
       "27               weavj003     KCA              ANA     T                N   \n",
       "28               guthj001     ANA              KCA     T                N   \n",
       "29               weavj003     KCA              ANA     T                N   \n",
       "...                   ...     ...              ...   ...              ...   \n",
       "41248            gonzg003     PHI              WAS     F                D   \n",
       "41249            haraa001     WAS              PHI     F                D   \n",
       "41250            haraa001     WAS              PHI     F                D   \n",
       "41251            haraa001     WAS              PHI     F                D   \n",
       "41252            gonzg003     PHI              WAS     F                D   \n",
       "41253            gonzg003     PHI              WAS     F                D   \n",
       "41254            haraa001     WAS              PHI     F                D   \n",
       "41255            gonzg003     PHI              WAS     F                D   \n",
       "41256            haraa001     WAS              PHI     F                D   \n",
       "41257            haraa001     WAS              PHI     F                D   \n",
       "41258            haraa001     WAS              PHI     F                D   \n",
       "41259            gonzg003     PHI              WAS     F                D   \n",
       "41260            gonzg003     PHI              WAS     F                D   \n",
       "41261            haraa001     WAS              PHI     F                D   \n",
       "41262            schem001     CIN              WAS     F                D   \n",
       "41263            schem001     CIN              WAS     F                D   \n",
       "41264            schem001     CIN              WAS     F                D   \n",
       "41265            schem001     CIN              WAS     F                D   \n",
       "41266            finnb001     WAS              CIN     F                D   \n",
       "41267            schem001     CIN              WAS     F                D   \n",
       "41268            finnb001     WAS              CIN     F                D   \n",
       "41269            finnb001     WAS              CIN     F                D   \n",
       "41270            finnb001     WAS              CIN     F                D   \n",
       "41271            finnb001     WAS              CIN     F                D   \n",
       "41272            schem001     CIN              WAS     F                D   \n",
       "41273            schem001     CIN              WAS     F                D   \n",
       "41274            finnb001     WAS              CIN     F                D   \n",
       "41275            finnb001     WAS              CIN     F                D   \n",
       "41276            finnb001     WAS              CIN     F                D   \n",
       "41277            schem001     CIN              WAS     F                D   \n",
       "\n",
       "      park_id away_start_pit_id home_start_pit_id  attend_park_ct  \\\n",
       "0       ANA01          vargj001          santh001           44489   \n",
       "1       ANA01          vargj001          santh001           44489   \n",
       "2       ANA01          vargj001          santh001           44489   \n",
       "3       ANA01          vargj001          santh001           44489   \n",
       "4       ANA01          vargj001          santh001           44489   \n",
       "5       ANA01          vargj001          santh001           44489   \n",
       "6       ANA01          vargj001          santh001           44489   \n",
       "7       ANA01          vargj001          santh001           44489   \n",
       "8       ANA01          vargj001          santh001           44489   \n",
       "9       ANA01          vargj001          santh001           44489   \n",
       "10      ANA01          vargj001          santh001           44489   \n",
       "11      ANA01          vargj001          santh001           44489   \n",
       "12      ANA01          vargj001          santh001           44489   \n",
       "13      ANA01          vargj001          santh001           44489   \n",
       "14      ANA01          vargj001          santh001           44489   \n",
       "15      ANA01          vargj001          santh001           44489   \n",
       "16      ANA01          vargj001          santh001           44489   \n",
       "17      ANA01          vargj001          santh001           44489   \n",
       "18      ANA01          guthj001          weavj003           44154   \n",
       "19      ANA01          guthj001          weavj003           44154   \n",
       "20      ANA01          guthj001          weavj003           44154   \n",
       "21      ANA01          guthj001          weavj003           44154   \n",
       "22      ANA01          guthj001          weavj003           44154   \n",
       "23      ANA01          guthj001          weavj003           44154   \n",
       "24      ANA01          guthj001          weavj003           44154   \n",
       "25      ANA01          guthj001          weavj003           44154   \n",
       "26      ANA01          guthj001          weavj003           44154   \n",
       "27      ANA01          guthj001          weavj003           44154   \n",
       "28      ANA01          guthj001          weavj003           44154   \n",
       "29      ANA01          guthj001          weavj003           44154   \n",
       "...       ...               ...               ...             ...   \n",
       "41248   WAS11          haraa001          gonzg003           28661   \n",
       "41249   WAS11          haraa001          gonzg003           28661   \n",
       "41250   WAS11          haraa001          gonzg003           28661   \n",
       "41251   WAS11          haraa001          gonzg003           28661   \n",
       "41252   WAS11          haraa001          gonzg003           28661   \n",
       "41253   WAS11          haraa001          gonzg003           28661   \n",
       "41254   WAS11          haraa001          gonzg003           28661   \n",
       "41255   WAS11          haraa001          gonzg003           28661   \n",
       "41256   WAS11          haraa001          gonzg003           28661   \n",
       "41257   WAS11          haraa001          gonzg003           28661   \n",
       "41258   WAS11          haraa001          gonzg003           28661   \n",
       "41259   WAS11          haraa001          gonzg003           28661   \n",
       "41260   WAS11          haraa001          gonzg003           28661   \n",
       "41261   WAS11          haraa001          gonzg003           28661   \n",
       "41262   WAS11          finnb001          schem001           24420   \n",
       "41263   WAS11          finnb001          schem001           24420   \n",
       "41264   WAS11          finnb001          schem001           24420   \n",
       "41265   WAS11          finnb001          schem001           24420   \n",
       "41266   WAS11          finnb001          schem001           24420   \n",
       "41267   WAS11          finnb001          schem001           24420   \n",
       "41268   WAS11          finnb001          schem001           24420   \n",
       "41269   WAS11          finnb001          schem001           24420   \n",
       "41270   WAS11          finnb001          schem001           24420   \n",
       "41271   WAS11          finnb001          schem001           24420   \n",
       "41272   WAS11          finnb001          schem001           24420   \n",
       "41273   WAS11          finnb001          schem001           24420   \n",
       "41274   WAS11          finnb001          schem001           24420   \n",
       "41275   WAS11          finnb001          schem001           24420   \n",
       "41276   WAS11          finnb001          schem001           24420   \n",
       "41277   WAS11          finnb001          schem001           24420   \n",
       "\n",
       "       temp_park_ct  wind_speed_park_ct  field_park_cd  precip_park_cd  \\\n",
       "0                67                   7              0               0   \n",
       "1                67                   7              0               0   \n",
       "2                67                   7              0               0   \n",
       "3                67                   7              0               0   \n",
       "4                67                   7              0               0   \n",
       "5                67                   7              0               0   \n",
       "6                67                   7              0               0   \n",
       "7                67                   7              0               0   \n",
       "8                67                   7              0               0   \n",
       "9                67                   7              0               0   \n",
       "10               67                   7              0               0   \n",
       "11               67                   7              0               0   \n",
       "12               67                   7              0               0   \n",
       "13               67                   7              0               0   \n",
       "14               67                   7              0               0   \n",
       "15               67                   7              0               0   \n",
       "16               67                   7              0               0   \n",
       "17               67                   7              0               0   \n",
       "18               68                   6              0               0   \n",
       "19               68                   6              0               0   \n",
       "20               68                   6              0               0   \n",
       "21               68                   6              0               0   \n",
       "22               68                   6              0               0   \n",
       "23               68                   6              0               0   \n",
       "24               68                   6              0               0   \n",
       "25               68                   6              0               0   \n",
       "26               68                   6              0               0   \n",
       "27               68                   6              0               0   \n",
       "28               68                   6              0               0   \n",
       "29               68                   6              0               0   \n",
       "...             ...                 ...            ...             ...   \n",
       "41248            69                   6              0               0   \n",
       "41249            69                   6              0               0   \n",
       "41250            69                   6              0               0   \n",
       "41251            69                   6              0               0   \n",
       "41252            69                   6              0               0   \n",
       "41253            69                   6              0               0   \n",
       "41254            69                   6              0               0   \n",
       "41255            69                   6              0               0   \n",
       "41256            69                   6              0               0   \n",
       "41257            69                   6              0               0   \n",
       "41258            69                   6              0               0   \n",
       "41259            69                   6              0               0   \n",
       "41260            69                   6              0               0   \n",
       "41261            69                   6              0               0   \n",
       "41262            80                   2              0               0   \n",
       "41263            80                   2              0               0   \n",
       "41264            80                   2              0               0   \n",
       "41265            80                   2              0               0   \n",
       "41266            80                   2              0               0   \n",
       "41267            80                   2              0               0   \n",
       "41268            80                   2              0               0   \n",
       "41269            80                   2              0               0   \n",
       "41270            80                   2              0               0   \n",
       "41271            80                   2              0               0   \n",
       "41272            80                   2              0               0   \n",
       "41273            80                   2              0               0   \n",
       "41274            80                   2              0               0   \n",
       "41275            80                   2              0               0   \n",
       "41276            80                   2              0               0   \n",
       "41277            80                   2              0               0   \n",
       "\n",
       "       sky_park_cd bat_hand pit_hand_cd  previous_batter_14  \\\n",
       "0                2        B           L                 NaN   \n",
       "1                2        R           L                 NaN   \n",
       "2                2        L           L                 NaN   \n",
       "3                2        R           L                 NaN   \n",
       "4                2        R           L                 NaN   \n",
       "5                2        R           L                 1.0   \n",
       "6                2        R           L                 1.0   \n",
       "7                2        R           L                 1.0   \n",
       "8                2        L           L                 2.0   \n",
       "9                2        L           L                 NaN   \n",
       "10               2        R           L                 NaN   \n",
       "11               2        R           L                 NaN   \n",
       "12               2        B           L                 2.0   \n",
       "13               2        L           L                 1.0   \n",
       "14               2        R           L                 1.0   \n",
       "15               2        R           L                 2.0   \n",
       "16               2        R           L                 NaN   \n",
       "17               2        R           L                 NaN   \n",
       "18               1        B           R                 1.0   \n",
       "19               1        R           R                 NaN   \n",
       "20               1        R           R                 1.0   \n",
       "21               1        L           R                 NaN   \n",
       "22               1        R           R                 2.0   \n",
       "23               1        R           R                 1.0   \n",
       "24               1        R           R                 1.0   \n",
       "25               1        L           R                 2.0   \n",
       "26               1        L           R                 NaN   \n",
       "27               1        R           R                 NaN   \n",
       "28               1        L           R                 NaN   \n",
       "29               1        B           R                 2.0   \n",
       "...            ...      ...         ...                 ...   \n",
       "41248            0        B           L                20.0   \n",
       "41249            0        L           R                 8.0   \n",
       "41250            0        R           R                41.0   \n",
       "41251            0        R           R                43.0   \n",
       "41252            0        R           L                13.0   \n",
       "41253            0        B           L                25.0   \n",
       "41254            0        L           R               108.0   \n",
       "41255            0        R           L                 1.0   \n",
       "41256            0        B           R                14.0   \n",
       "41257            0        R           R                34.0   \n",
       "41258            0        L           R                33.0   \n",
       "41259            0        R           L                16.0   \n",
       "41260            0        R           L                18.0   \n",
       "41261            0        R           R                25.0   \n",
       "41262            0        B           R                18.0   \n",
       "41263            0        L           R                 4.0   \n",
       "41264            0        L           R                48.0   \n",
       "41265            0        R           R                19.0   \n",
       "41266            0        L           L                 8.0   \n",
       "41267            0        R           R                40.0   \n",
       "41268            0        R           L                 9.0   \n",
       "41269            0        R           L                19.0   \n",
       "41270            0        R           L                35.0   \n",
       "41271            0        L           L                33.0   \n",
       "41272            0        L           R                21.0   \n",
       "41273            0        R           R                17.0   \n",
       "41274            0        R           L                25.0   \n",
       "41275            0        R           L                 2.0   \n",
       "41276            0        R           L                18.0   \n",
       "41277            0        L           R               125.0   \n",
       "\n",
       "       previous_batter_15  previous_batter_16  previous_batter_17  \\\n",
       "0                     NaN                 1.0                 NaN   \n",
       "1                     NaN                 2.0                 NaN   \n",
       "2                     NaN                 NaN                 NaN   \n",
       "3                     NaN                 NaN                 NaN   \n",
       "4                     NaN                 1.0                 NaN   \n",
       "5                     NaN                 NaN                 NaN   \n",
       "6                     NaN                 NaN                 NaN   \n",
       "7                     NaN                 NaN                 NaN   \n",
       "8                     NaN                 1.0                 NaN   \n",
       "9                     NaN                 NaN                 NaN   \n",
       "10                    NaN                 NaN                 NaN   \n",
       "11                    NaN                 NaN                 NaN   \n",
       "12                    1.0                 NaN                 NaN   \n",
       "13                    NaN                 1.0                 NaN   \n",
       "14                    NaN                 NaN                 NaN   \n",
       "15                    NaN                 NaN                 NaN   \n",
       "16                    NaN                 NaN                 NaN   \n",
       "17                    1.0                 NaN                 NaN   \n",
       "18                    NaN                 1.0                 NaN   \n",
       "19                    NaN                 NaN                 NaN   \n",
       "20                    NaN                 2.0                 NaN   \n",
       "21                    NaN                 NaN                 NaN   \n",
       "22                    NaN                 NaN                 NaN   \n",
       "23                    NaN                 NaN                 NaN   \n",
       "24                    NaN                 NaN                 NaN   \n",
       "25                    NaN                 2.0                 NaN   \n",
       "26                    NaN                 NaN                 NaN   \n",
       "27                    NaN                 NaN                 NaN   \n",
       "28                    NaN                 NaN                 NaN   \n",
       "29                    1.0                 NaN                 NaN   \n",
       "...                   ...                 ...                 ...   \n",
       "41248                 NaN                 4.0                 NaN   \n",
       "41249                 NaN                 NaN                 NaN   \n",
       "41250                 NaN                 3.0                 NaN   \n",
       "41251                 NaN                 8.0                 NaN   \n",
       "41252                 NaN                 1.0                 NaN   \n",
       "41253                 1.0                 3.0                 NaN   \n",
       "41254                15.0                 4.0                 NaN   \n",
       "41255                 NaN                 NaN                 NaN   \n",
       "41256                 1.0                 1.0                 NaN   \n",
       "41257                 NaN                 4.0                 NaN   \n",
       "41258                 4.0                 5.0                 NaN   \n",
       "41259                 NaN                 4.0                 NaN   \n",
       "41260                 5.0                 3.0                 NaN   \n",
       "41261                 8.0                 1.0                 NaN   \n",
       "41262                 5.0                 2.0                 NaN   \n",
       "41263                 NaN                 1.0                 NaN   \n",
       "41264                 8.0                 2.0                 NaN   \n",
       "41265                 NaN                 1.0                 NaN   \n",
       "41266                 NaN                 NaN                 NaN   \n",
       "41267                 3.0                 7.0                 NaN   \n",
       "41268                 2.0                 1.0                 NaN   \n",
       "41269                 2.0                 NaN                 NaN   \n",
       "41270                 NaN                 4.0                 NaN   \n",
       "41271                 4.0                 5.0                 NaN   \n",
       "41272                 2.0                 NaN                 NaN   \n",
       "41273                 NaN                 3.0                 NaN   \n",
       "41274                 8.0                 1.0                 NaN   \n",
       "41275                 NaN                 NaN                 NaN   \n",
       "41276                 NaN                 NaN                 NaN   \n",
       "41277                15.0                 4.0                 NaN   \n",
       "\n",
       "       previous_batter_18  previous_batter_19  previous_batter_2  \\\n",
       "0                     1.0                 NaN                5.0   \n",
       "1                     NaN                 NaN                7.0   \n",
       "2                     NaN                 NaN                8.0   \n",
       "3                     NaN                 NaN                3.0   \n",
       "4                     NaN                 NaN                4.0   \n",
       "5                     NaN                 NaN                7.0   \n",
       "6                     NaN                 NaN                5.0   \n",
       "7                     NaN                 NaN                4.0   \n",
       "8                     NaN                 NaN                3.0   \n",
       "9                     NaN                 NaN                7.0   \n",
       "10                    NaN                 NaN                4.0   \n",
       "11                    1.0                 NaN                7.0   \n",
       "12                    NaN                 NaN                6.0   \n",
       "13                    NaN                 1.0                7.0   \n",
       "14                    NaN                 NaN                6.0   \n",
       "15                    NaN                 NaN                7.0   \n",
       "16                    NaN                 1.0                5.0   \n",
       "17                    NaN                 NaN                4.0   \n",
       "18                    1.0                 NaN                8.0   \n",
       "19                    NaN                 NaN                NaN   \n",
       "20                    NaN                 NaN                7.0   \n",
       "21                    NaN                 NaN               10.0   \n",
       "22                    NaN                 NaN               10.0   \n",
       "23                    NaN                 NaN                7.0   \n",
       "24                    NaN                 NaN                6.0   \n",
       "25                    NaN                 NaN                5.0   \n",
       "26                    NaN                 NaN               10.0   \n",
       "27                    1.0                 NaN               10.0   \n",
       "28                    NaN                 NaN                5.0   \n",
       "29                    NaN                 NaN                8.0   \n",
       "...                   ...                 ...                ...   \n",
       "41248                 3.0                 NaN              113.0   \n",
       "41249                 NaN                 NaN               50.0   \n",
       "41250                 8.0                 3.0              254.0   \n",
       "41251                 6.0                 3.0              282.0   \n",
       "41252                 4.0                 NaN              157.0   \n",
       "41253                 4.0                 3.0              297.0   \n",
       "41254                 1.0                 NaN              206.0   \n",
       "41255                 NaN                 NaN               13.0   \n",
       "41256                 3.0                 NaN               64.0   \n",
       "41257                 1.0                 1.0              150.0   \n",
       "41258                 3.0                 1.0              152.0   \n",
       "41259                 2.0                 NaN              126.0   \n",
       "41260                 2.0                 2.0              120.0   \n",
       "41261                 5.0                 2.0              190.0   \n",
       "41262                 3.0                 NaN              132.0   \n",
       "41263                 NaN                 NaN               43.0   \n",
       "41264                 3.0                 NaN              296.0   \n",
       "41265                 2.0                 NaN               88.0   \n",
       "41266                 NaN                 NaN               50.0   \n",
       "41267                 6.0                 2.0              314.0   \n",
       "41268                 2.0                 1.0              100.0   \n",
       "41269                 7.0                 2.0              252.0   \n",
       "41270                 1.0                 1.0              151.0   \n",
       "41271                 3.0                 1.0              156.0   \n",
       "41272                 1.0                 1.0              126.0   \n",
       "41273                 5.0                 NaN              162.0   \n",
       "41274                 5.0                 2.0              193.0   \n",
       "41275                 NaN                 NaN               10.0   \n",
       "41276                 2.0                 NaN               56.0   \n",
       "41277                 3.0                 1.0              227.0   \n",
       "\n",
       "       previous_batter_20  previous_batter_21  previous_batter_22  \\\n",
       "0                     3.0                 NaN                 NaN   \n",
       "1                     3.0                 1.0                 NaN   \n",
       "2                     1.0                 NaN                 NaN   \n",
       "3                     NaN                 NaN                 NaN   \n",
       "4                     NaN                 NaN                 NaN   \n",
       "5                     4.0                 2.0                 NaN   \n",
       "6                     NaN                 1.0                 NaN   \n",
       "7                     4.0                 NaN                 NaN   \n",
       "8                     1.0                 NaN                 NaN   \n",
       "9                     4.0                 NaN                 NaN   \n",
       "10                    1.0                 NaN                 NaN   \n",
       "11                    1.0                 NaN                 NaN   \n",
       "12                    1.0                 2.0                 NaN   \n",
       "13                    1.0                 1.0                 NaN   \n",
       "14                    3.0                 1.0                 NaN   \n",
       "15                    NaN                 1.0                 NaN   \n",
       "16                    4.0                 NaN                 NaN   \n",
       "17                    1.0                 1.0                 NaN   \n",
       "18                    3.0                 NaN                 NaN   \n",
       "19                    NaN                 NaN                 NaN   \n",
       "20                    4.0                 2.0                 NaN   \n",
       "21                    1.0                 1.0                 NaN   \n",
       "22                    5.0                 2.0                 NaN   \n",
       "23                    1.0                 1.0                 NaN   \n",
       "24                    4.0                 NaN                 NaN   \n",
       "25                    1.0                 NaN                 NaN   \n",
       "26                    5.0                 NaN                 NaN   \n",
       "27                    2.0                 NaN                 NaN   \n",
       "28                    1.0                 1.0                 NaN   \n",
       "29                    2.0                 2.0                 NaN   \n",
       "...                   ...                 ...                 ...   \n",
       "41248                34.0                19.0                 3.0   \n",
       "41249                11.0                 2.0                 1.0   \n",
       "41250                85.0                26.0                 2.0   \n",
       "41251               133.0                25.0                 1.0   \n",
       "41252                52.0                14.0                 1.0   \n",
       "41253               114.0                14.0                 5.0   \n",
       "41254                90.0                37.0                 1.0   \n",
       "41255                 2.0                 2.0                 NaN   \n",
       "41256                20.0                 3.0                 NaN   \n",
       "41257                60.0                14.0                 NaN   \n",
       "41258                51.0                15.0                 1.0   \n",
       "41259                38.0                11.0                 NaN   \n",
       "41260                41.0                 8.0                 1.0   \n",
       "41261                75.0                14.0                 2.0   \n",
       "41262                45.0                 8.0                 NaN   \n",
       "41263                10.0                 2.0                 NaN   \n",
       "41264                64.0                33.0                 4.0   \n",
       "41265                33.0                10.0                 2.0   \n",
       "41266                13.0                 3.0                 1.0   \n",
       "41267                77.0                42.0                 1.0   \n",
       "41268                19.0                12.0                 NaN   \n",
       "41269                76.0                16.0                 NaN   \n",
       "41270                60.0                14.0                 NaN   \n",
       "41271                51.0                15.0                 1.0   \n",
       "41272                37.0                20.0                 NaN   \n",
       "41273                65.0                19.0                 2.0   \n",
       "41274                75.0                14.0                 2.0   \n",
       "41275                 3.0                 1.0                 NaN   \n",
       "41276                14.0                 4.0                 2.0   \n",
       "41277               102.0                33.0                 2.0   \n",
       "\n",
       "       previous_batter_23  previous_batter_3  previous_pitcher_14  \\\n",
       "0                     NaN                1.0                  NaN   \n",
       "1                     1.0                NaN                  NaN   \n",
       "2                     NaN                4.0                  NaN   \n",
       "3                     NaN                1.0                  NaN   \n",
       "4                     NaN                2.0                  NaN   \n",
       "5                     NaN                NaN                  NaN   \n",
       "6                     1.0                4.0                  NaN   \n",
       "7                     NaN                1.0                  NaN   \n",
       "8                     NaN                2.0                  NaN   \n",
       "9                     1.0                2.0                  NaN   \n",
       "10                    NaN                5.0                  NaN   \n",
       "11                    NaN                2.0                  NaN   \n",
       "12                    NaN                2.0                  NaN   \n",
       "13                    1.0                1.0                  NaN   \n",
       "14                    1.0                NaN                  NaN   \n",
       "15                    1.0                2.0                  NaN   \n",
       "16                    1.0                1.0                  NaN   \n",
       "17                    1.0                5.0                  NaN   \n",
       "18                    NaN                1.0                  NaN   \n",
       "19                    NaN                NaN                  NaN   \n",
       "20                    1.0                2.0                  NaN   \n",
       "21                    NaN                5.0                  NaN   \n",
       "22                    NaN                NaN                  NaN   \n",
       "23                    2.0                4.0                  NaN   \n",
       "24                    NaN                2.0                  NaN   \n",
       "25                    NaN                3.0                  NaN   \n",
       "26                    1.0                3.0                  NaN   \n",
       "27                    NaN                2.0                  NaN   \n",
       "28                    NaN                3.0                  NaN   \n",
       "29                    1.0                3.0                  NaN   \n",
       "...                   ...                ...                  ...   \n",
       "41248                 5.0               43.0                 61.0   \n",
       "41249                 3.0               14.0                 46.0   \n",
       "41250                18.0              179.0                 46.0   \n",
       "41251                 9.0               67.0                 46.0   \n",
       "41252                12.0               73.0                 61.0   \n",
       "41253                 7.0              100.0                 61.0   \n",
       "41254                41.0              127.0                 46.0   \n",
       "41255                 NaN                4.0                 61.0   \n",
       "41256                 3.0               39.0                 46.0   \n",
       "41257                 5.0               58.0                 46.0   \n",
       "41258                 8.0               48.0                 46.0   \n",
       "41259                10.0               61.0                 61.0   \n",
       "41260                 9.0               69.0                 61.0   \n",
       "41261                14.0              152.0                 46.0   \n",
       "41262                 3.0               43.0                 29.0   \n",
       "41263                 1.0               26.0                 29.0   \n",
       "41264                26.0              138.0                 29.0   \n",
       "41265                 4.0               49.0                 29.0   \n",
       "41266                 4.0               14.0                 17.0   \n",
       "41267                35.0              128.0                 29.0   \n",
       "41268                 6.0               40.0                 17.0   \n",
       "41269                14.0               98.0                 17.0   \n",
       "41270                 5.0               60.0                 17.0   \n",
       "41271                 8.0               48.0                 17.0   \n",
       "41272                 1.0               49.0                 29.0   \n",
       "41273                12.0               85.0                 29.0   \n",
       "41274                14.0              153.0                 17.0   \n",
       "41275                 NaN                4.0                 17.0   \n",
       "41276                 1.0               39.0                 17.0   \n",
       "41277                29.0              127.0                 29.0   \n",
       "\n",
       "       previous_pitcher_15  previous_pitcher_16  previous_pitcher_17  \\\n",
       "0                      NaN                  NaN                  NaN   \n",
       "1                      NaN                  NaN                  NaN   \n",
       "2                      NaN                  NaN                  NaN   \n",
       "3                      NaN                  NaN                  NaN   \n",
       "4                      NaN                  NaN                  NaN   \n",
       "5                      NaN                  NaN                  NaN   \n",
       "6                      NaN                  NaN                  NaN   \n",
       "7                      NaN                  NaN                  NaN   \n",
       "8                      NaN                  NaN                  NaN   \n",
       "9                      NaN                  NaN                  NaN   \n",
       "10                     NaN                  NaN                  NaN   \n",
       "11                     NaN                  NaN                  NaN   \n",
       "12                     NaN                  NaN                  NaN   \n",
       "13                     NaN                  NaN                  NaN   \n",
       "14                     NaN                  NaN                  NaN   \n",
       "15                     NaN                  NaN                  NaN   \n",
       "16                     NaN                  NaN                  NaN   \n",
       "17                     NaN                  NaN                  NaN   \n",
       "18                     NaN                  NaN                  NaN   \n",
       "19                     NaN                  NaN                  NaN   \n",
       "20                     NaN                  NaN                  NaN   \n",
       "21                     NaN                  NaN                  NaN   \n",
       "22                     NaN                  NaN                  NaN   \n",
       "23                     NaN                  NaN                  NaN   \n",
       "24                     NaN                  NaN                  NaN   \n",
       "25                     NaN                  NaN                  NaN   \n",
       "26                     NaN                  NaN                  NaN   \n",
       "27                     NaN                  NaN                  NaN   \n",
       "28                     NaN                  NaN                  NaN   \n",
       "29                     NaN                  NaN                  NaN   \n",
       "...                    ...                  ...                  ...   \n",
       "41248                  3.0                  4.0                  NaN   \n",
       "41249                  3.0                  6.0                  NaN   \n",
       "41250                  3.0                  6.0                  NaN   \n",
       "41251                  3.0                  6.0                  NaN   \n",
       "41252                  3.0                  4.0                  NaN   \n",
       "41253                  3.0                  4.0                  NaN   \n",
       "41254                  3.0                  6.0                  NaN   \n",
       "41255                  3.0                  4.0                  NaN   \n",
       "41256                  3.0                  6.0                  NaN   \n",
       "41257                  3.0                  6.0                  NaN   \n",
       "41258                  3.0                  6.0                  NaN   \n",
       "41259                  3.0                  4.0                  NaN   \n",
       "41260                  3.0                  4.0                  NaN   \n",
       "41261                  3.0                  6.0                  NaN   \n",
       "41262                  2.0                  5.0                  NaN   \n",
       "41263                  2.0                  5.0                  NaN   \n",
       "41264                  2.0                  5.0                  NaN   \n",
       "41265                  2.0                  5.0                  NaN   \n",
       "41266                  NaN                  1.0                  NaN   \n",
       "41267                  2.0                  5.0                  NaN   \n",
       "41268                  NaN                  1.0                  NaN   \n",
       "41269                  NaN                  1.0                  NaN   \n",
       "41270                  NaN                  1.0                  NaN   \n",
       "41271                  NaN                  1.0                  NaN   \n",
       "41272                  2.0                  5.0                  NaN   \n",
       "41273                  2.0                  5.0                  NaN   \n",
       "41274                  NaN                  1.0                  NaN   \n",
       "41275                  NaN                  1.0                  NaN   \n",
       "41276                  NaN                  1.0                  NaN   \n",
       "41277                  2.0                  5.0                  NaN   \n",
       "\n",
       "       previous_pitcher_18  previous_pitcher_19  previous_pitcher_2  \\\n",
       "0                      NaN                  NaN                 NaN   \n",
       "1                      NaN                  NaN                 NaN   \n",
       "2                      NaN                  NaN                 NaN   \n",
       "3                      NaN                  NaN                 NaN   \n",
       "4                      NaN                  NaN                 NaN   \n",
       "5                      NaN                  NaN                 NaN   \n",
       "6                      NaN                  NaN                 NaN   \n",
       "7                      NaN                  NaN                 NaN   \n",
       "8                      NaN                  NaN                 NaN   \n",
       "9                      NaN                  NaN                 NaN   \n",
       "10                     NaN                  NaN                 NaN   \n",
       "11                     NaN                  NaN                 NaN   \n",
       "12                     NaN                  NaN                 NaN   \n",
       "13                     NaN                  NaN                 NaN   \n",
       "14                     NaN                  NaN                 NaN   \n",
       "15                     NaN                  NaN                 NaN   \n",
       "16                     NaN                  NaN                 NaN   \n",
       "17                     NaN                  NaN                 NaN   \n",
       "18                     NaN                  NaN                 NaN   \n",
       "19                     NaN                  NaN                 NaN   \n",
       "20                     NaN                  NaN                16.0   \n",
       "21                     NaN                  NaN                 NaN   \n",
       "22                     NaN                  NaN                16.0   \n",
       "23                     NaN                  NaN                 NaN   \n",
       "24                     NaN                  NaN                 NaN   \n",
       "25                     NaN                  NaN                16.0   \n",
       "26                     NaN                  NaN                16.0   \n",
       "27                     NaN                  NaN                16.0   \n",
       "28                     NaN                  NaN                 NaN   \n",
       "29                     NaN                  NaN                16.0   \n",
       "...                    ...                  ...                 ...   \n",
       "41248                  5.0                  2.0               307.0   \n",
       "41249                  4.0                  2.0               357.0   \n",
       "41250                  4.0                  2.0               357.0   \n",
       "41251                  4.0                  2.0               357.0   \n",
       "41252                  5.0                  2.0               307.0   \n",
       "41253                  5.0                  2.0               307.0   \n",
       "41254                  4.0                  2.0               357.0   \n",
       "41255                  5.0                  2.0               307.0   \n",
       "41256                  4.0                  2.0               357.0   \n",
       "41257                  4.0                  2.0               357.0   \n",
       "41258                  4.0                  2.0               357.0   \n",
       "41259                  5.0                  2.0               307.0   \n",
       "41260                  5.0                  2.0               307.0   \n",
       "41261                  4.0                  2.0               357.0   \n",
       "41262                  4.0                  3.0               376.0   \n",
       "41263                  4.0                  3.0               376.0   \n",
       "41264                  4.0                  3.0               376.0   \n",
       "41265                  4.0                  3.0               376.0   \n",
       "41266                  1.0                  1.0                68.0   \n",
       "41267                  4.0                  3.0               376.0   \n",
       "41268                  1.0                  1.0                68.0   \n",
       "41269                  1.0                  1.0                68.0   \n",
       "41270                  1.0                  1.0                68.0   \n",
       "41271                  1.0                  1.0                68.0   \n",
       "41272                  4.0                  3.0               376.0   \n",
       "41273                  4.0                  3.0               376.0   \n",
       "41274                  1.0                  1.0                68.0   \n",
       "41275                  1.0                  1.0                68.0   \n",
       "41276                  1.0                  1.0                68.0   \n",
       "41277                  4.0                  3.0               376.0   \n",
       "\n",
       "       previous_pitcher_20  previous_pitcher_21  previous_pitcher_22  \\\n",
       "0                      NaN                  NaN                  NaN   \n",
       "1                      NaN                  NaN                  NaN   \n",
       "2                      NaN                  NaN                  NaN   \n",
       "3                      NaN                  NaN                  NaN   \n",
       "4                      NaN                  NaN                  NaN   \n",
       "5                      NaN                  NaN                  NaN   \n",
       "6                      NaN                  NaN                  NaN   \n",
       "7                      NaN                  NaN                  NaN   \n",
       "8                      NaN                  NaN                  NaN   \n",
       "9                      NaN                  NaN                  NaN   \n",
       "10                     NaN                  NaN                  NaN   \n",
       "11                     NaN                  NaN                  NaN   \n",
       "12                     NaN                  NaN                  NaN   \n",
       "13                     NaN                  NaN                  NaN   \n",
       "14                     NaN                  NaN                  NaN   \n",
       "15                     NaN                  NaN                  NaN   \n",
       "16                     NaN                  NaN                  NaN   \n",
       "17                     NaN                  NaN                  NaN   \n",
       "18                     NaN                  NaN                  NaN   \n",
       "19                     NaN                  NaN                  NaN   \n",
       "20                     3.0                  3.0                  1.0   \n",
       "21                     NaN                  NaN                  NaN   \n",
       "22                     3.0                  3.0                  1.0   \n",
       "23                     NaN                  NaN                  NaN   \n",
       "24                     NaN                  NaN                  NaN   \n",
       "25                     3.0                  3.0                  1.0   \n",
       "26                     3.0                  3.0                  1.0   \n",
       "27                     3.0                  3.0                  1.0   \n",
       "28                     NaN                  NaN                  NaN   \n",
       "29                     3.0                  3.0                  1.0   \n",
       "...                    ...                  ...                  ...   \n",
       "41248                127.0                 29.0                  8.0   \n",
       "41249                113.0                 29.0                 11.0   \n",
       "41250                113.0                 29.0                 11.0   \n",
       "41251                113.0                 29.0                 11.0   \n",
       "41252                127.0                 29.0                  8.0   \n",
       "41253                127.0                 29.0                  8.0   \n",
       "41254                113.0                 29.0                 11.0   \n",
       "41255                127.0                 29.0                  8.0   \n",
       "41256                113.0                 29.0                 11.0   \n",
       "41257                113.0                 29.0                 11.0   \n",
       "41258                113.0                 29.0                 11.0   \n",
       "41259                127.0                 29.0                  8.0   \n",
       "41260                127.0                 29.0                  8.0   \n",
       "41261                113.0                 29.0                 11.0   \n",
       "41262                104.0                 40.0                  3.0   \n",
       "41263                104.0                 40.0                  3.0   \n",
       "41264                104.0                 40.0                  3.0   \n",
       "41265                104.0                 40.0                  3.0   \n",
       "41266                 13.0                  6.0                  NaN   \n",
       "41267                104.0                 40.0                  3.0   \n",
       "41268                 13.0                  6.0                  NaN   \n",
       "41269                 13.0                  6.0                  NaN   \n",
       "41270                 13.0                  6.0                  NaN   \n",
       "41271                 13.0                  6.0                  NaN   \n",
       "41272                104.0                 40.0                  3.0   \n",
       "41273                104.0                 40.0                  3.0   \n",
       "41274                 13.0                  6.0                  NaN   \n",
       "41275                 13.0                  6.0                  NaN   \n",
       "41276                 13.0                  6.0                  NaN   \n",
       "41277                104.0                 40.0                  3.0   \n",
       "\n",
       "       previous_pitcher_23  previous_pitcher_3  pitcher_against_hand_14  \\\n",
       "0                      NaN                 NaN                      NaN   \n",
       "1                      NaN                 NaN                      NaN   \n",
       "2                      NaN                 NaN                      NaN   \n",
       "3                      NaN                 NaN                      NaN   \n",
       "4                      NaN                 NaN                      NaN   \n",
       "5                      NaN                 NaN                      NaN   \n",
       "6                      NaN                 NaN                      NaN   \n",
       "7                      NaN                 NaN                      NaN   \n",
       "8                      NaN                 NaN                      NaN   \n",
       "9                      NaN                 NaN                      NaN   \n",
       "10                     NaN                 NaN                      NaN   \n",
       "11                     NaN                 NaN                      NaN   \n",
       "12                     NaN                 NaN                      NaN   \n",
       "13                     NaN                 NaN                      NaN   \n",
       "14                     NaN                 NaN                      NaN   \n",
       "15                     NaN                 NaN                      NaN   \n",
       "16                     NaN                 NaN                      NaN   \n",
       "17                     NaN                 NaN                      NaN   \n",
       "18                     NaN                 NaN                      NaN   \n",
       "19                     NaN                 NaN                      NaN   \n",
       "20                     1.0                 1.0                      NaN   \n",
       "21                     NaN                 NaN                      NaN   \n",
       "22                     1.0                 1.0                      NaN   \n",
       "23                     NaN                 NaN                      NaN   \n",
       "24                     NaN                 NaN                      NaN   \n",
       "25                     1.0                 1.0                      NaN   \n",
       "26                     1.0                 1.0                      NaN   \n",
       "27                     1.0                 1.0                      NaN   \n",
       "28                     NaN                 NaN                      NaN   \n",
       "29                     1.0                 1.0                      NaN   \n",
       "...                    ...                 ...                      ...   \n",
       "41248                  8.0               159.0                      8.0   \n",
       "41249                 23.0               104.0                     29.0   \n",
       "41250                 23.0               104.0                     15.0   \n",
       "41251                 23.0               104.0                     15.0   \n",
       "41252                  8.0               159.0                     54.0   \n",
       "41253                  8.0               159.0                      8.0   \n",
       "41254                 23.0               104.0                     29.0   \n",
       "41255                  8.0               159.0                     54.0   \n",
       "41256                 23.0               104.0                      6.0   \n",
       "41257                 23.0               104.0                     15.0   \n",
       "41258                 23.0               104.0                     29.0   \n",
       "41259                  8.0               159.0                     54.0   \n",
       "41260                  8.0               159.0                     54.0   \n",
       "41261                 23.0               104.0                     15.0   \n",
       "41262                 27.0               249.0                      3.0   \n",
       "41263                 27.0               249.0                     19.0   \n",
       "41264                 27.0               249.0                     19.0   \n",
       "41265                 27.0               249.0                      9.0   \n",
       "41266                  7.0                36.0                      8.0   \n",
       "41267                 27.0               249.0                      9.0   \n",
       "41268                  7.0                36.0                     10.0   \n",
       "41269                  7.0                36.0                     10.0   \n",
       "41270                  7.0                36.0                     10.0   \n",
       "41271                  7.0                36.0                      8.0   \n",
       "41272                 27.0               249.0                     19.0   \n",
       "41273                 27.0               249.0                      9.0   \n",
       "41274                  7.0                36.0                     10.0   \n",
       "41275                  7.0                36.0                     10.0   \n",
       "41276                  7.0                36.0                     10.0   \n",
       "41277                 27.0               249.0                     19.0   \n",
       "\n",
       "       pitcher_against_hand_15  pitcher_against_hand_16  \\\n",
       "0                          NaN                      NaN   \n",
       "1                          NaN                      NaN   \n",
       "2                          NaN                      NaN   \n",
       "3                          NaN                      NaN   \n",
       "4                          NaN                      NaN   \n",
       "5                          NaN                      NaN   \n",
       "6                          NaN                      NaN   \n",
       "7                          NaN                      NaN   \n",
       "8                          NaN                      NaN   \n",
       "9                          NaN                      NaN   \n",
       "10                         NaN                      NaN   \n",
       "11                         NaN                      NaN   \n",
       "12                         NaN                      NaN   \n",
       "13                         NaN                      NaN   \n",
       "14                         NaN                      NaN   \n",
       "15                         NaN                      NaN   \n",
       "16                         NaN                      NaN   \n",
       "17                         NaN                      NaN   \n",
       "18                         NaN                      NaN   \n",
       "19                         NaN                      NaN   \n",
       "20                         NaN                      NaN   \n",
       "21                         NaN                      NaN   \n",
       "22                         NaN                      NaN   \n",
       "23                         NaN                      NaN   \n",
       "24                         NaN                      NaN   \n",
       "25                         NaN                      NaN   \n",
       "26                         NaN                      NaN   \n",
       "27                         NaN                      NaN   \n",
       "28                         NaN                      NaN   \n",
       "29                         NaN                      NaN   \n",
       "...                        ...                      ...   \n",
       "41248                      NaN                      1.0   \n",
       "41249                      3.0                      4.0   \n",
       "41250                      NaN                      2.0   \n",
       "41251                      NaN                      2.0   \n",
       "41252                      2.0                      3.0   \n",
       "41253                      NaN                      1.0   \n",
       "41254                      3.0                      4.0   \n",
       "41255                      2.0                      3.0   \n",
       "41256                      NaN                      NaN   \n",
       "41257                      NaN                      2.0   \n",
       "41258                      3.0                      4.0   \n",
       "41259                      2.0                      3.0   \n",
       "41260                      2.0                      3.0   \n",
       "41261                      NaN                      2.0   \n",
       "41262                      NaN                      1.0   \n",
       "41263                      2.0                      NaN   \n",
       "41264                      2.0                      NaN   \n",
       "41265                      NaN                      4.0   \n",
       "41266                      NaN                      1.0   \n",
       "41267                      NaN                      4.0   \n",
       "41268                      NaN                      NaN   \n",
       "41269                      NaN                      NaN   \n",
       "41270                      NaN                      NaN   \n",
       "41271                      NaN                      1.0   \n",
       "41272                      2.0                      NaN   \n",
       "41273                      NaN                      4.0   \n",
       "41274                      NaN                      NaN   \n",
       "41275                      NaN                      NaN   \n",
       "41276                      NaN                      NaN   \n",
       "41277                      2.0                      NaN   \n",
       "\n",
       "       pitcher_against_hand_17  pitcher_against_hand_18  \\\n",
       "0                          NaN                      NaN   \n",
       "1                          NaN                      NaN   \n",
       "2                          NaN                      NaN   \n",
       "3                          NaN                      NaN   \n",
       "4                          NaN                      NaN   \n",
       "5                          NaN                      NaN   \n",
       "6                          NaN                      NaN   \n",
       "7                          NaN                      NaN   \n",
       "8                          NaN                      NaN   \n",
       "9                          NaN                      NaN   \n",
       "10                         NaN                      NaN   \n",
       "11                         NaN                      NaN   \n",
       "12                         NaN                      NaN   \n",
       "13                         NaN                      NaN   \n",
       "14                         NaN                      NaN   \n",
       "15                         NaN                      NaN   \n",
       "16                         NaN                      NaN   \n",
       "17                         NaN                      NaN   \n",
       "18                         NaN                      NaN   \n",
       "19                         NaN                      NaN   \n",
       "20                         NaN                      NaN   \n",
       "21                         NaN                      NaN   \n",
       "22                         NaN                      NaN   \n",
       "23                         NaN                      NaN   \n",
       "24                         NaN                      NaN   \n",
       "25                         NaN                      NaN   \n",
       "26                         NaN                      NaN   \n",
       "27                         NaN                      NaN   \n",
       "28                         NaN                      NaN   \n",
       "29                         NaN                      NaN   \n",
       "...                        ...                      ...   \n",
       "41248                      NaN                      NaN   \n",
       "41249                      NaN                      2.0   \n",
       "41250                      NaN                      3.0   \n",
       "41251                      NaN                      3.0   \n",
       "41252                      NaN                      3.0   \n",
       "41253                      NaN                      NaN   \n",
       "41254                      NaN                      2.0   \n",
       "41255                      NaN                      3.0   \n",
       "41256                      NaN                      NaN   \n",
       "41257                      NaN                      3.0   \n",
       "41258                      NaN                      2.0   \n",
       "41259                      NaN                      3.0   \n",
       "41260                      NaN                      3.0   \n",
       "41261                      NaN                      3.0   \n",
       "41262                      NaN                      NaN   \n",
       "41263                      NaN                      NaN   \n",
       "41264                      NaN                      NaN   \n",
       "41265                      NaN                      4.0   \n",
       "41266                      NaN                      3.0   \n",
       "41267                      NaN                      4.0   \n",
       "41268                      NaN                      NaN   \n",
       "41269                      NaN                      NaN   \n",
       "41270                      NaN                      NaN   \n",
       "41271                      NaN                      3.0   \n",
       "41272                      NaN                      NaN   \n",
       "41273                      NaN                      4.0   \n",
       "41274                      NaN                      NaN   \n",
       "41275                      NaN                      NaN   \n",
       "41276                      NaN                      NaN   \n",
       "41277                      NaN                      NaN   \n",
       "\n",
       "       pitcher_against_hand_19  pitcher_against_hand_2  \\\n",
       "0                          NaN                     NaN   \n",
       "1                          NaN                     NaN   \n",
       "2                          NaN                     NaN   \n",
       "3                          NaN                     NaN   \n",
       "4                          NaN                     NaN   \n",
       "5                          NaN                     NaN   \n",
       "6                          NaN                     NaN   \n",
       "7                          NaN                     NaN   \n",
       "8                          NaN                     NaN   \n",
       "9                          NaN                     NaN   \n",
       "10                         NaN                     NaN   \n",
       "11                         NaN                     NaN   \n",
       "12                         NaN                     NaN   \n",
       "13                         NaN                     NaN   \n",
       "14                         NaN                     NaN   \n",
       "15                         NaN                     NaN   \n",
       "16                         NaN                     NaN   \n",
       "17                         NaN                     NaN   \n",
       "18                         NaN                     NaN   \n",
       "19                         NaN                     NaN   \n",
       "20                         NaN                     9.0   \n",
       "21                         NaN                     NaN   \n",
       "22                         NaN                     9.0   \n",
       "23                         NaN                     NaN   \n",
       "24                         NaN                     NaN   \n",
       "25                         NaN                    10.0   \n",
       "26                         NaN                    10.0   \n",
       "27                         NaN                     9.0   \n",
       "28                         NaN                     NaN   \n",
       "29                         NaN                     NaN   \n",
       "...                        ...                     ...   \n",
       "41248                      NaN                    46.0   \n",
       "41249                      1.0                   137.0   \n",
       "41250                      1.0                   208.0   \n",
       "41251                      1.0                   208.0   \n",
       "41252                      2.0                   196.0   \n",
       "41253                      NaN                    46.0   \n",
       "41254                      1.0                   137.0   \n",
       "41255                      2.0                   196.0   \n",
       "41256                      NaN                    54.0   \n",
       "41257                      1.0                   208.0   \n",
       "41258                      1.0                   137.0   \n",
       "41259                      2.0                   196.0   \n",
       "41260                      2.0                   196.0   \n",
       "41261                      1.0                   208.0   \n",
       "41262                      1.0                    52.0   \n",
       "41263                      NaN                   182.0   \n",
       "41264                      NaN                   182.0   \n",
       "41265                      2.0                   180.0   \n",
       "41266                      NaN                    17.0   \n",
       "41267                      2.0                   180.0   \n",
       "41268                      1.0                    45.0   \n",
       "41269                      1.0                    45.0   \n",
       "41270                      1.0                    45.0   \n",
       "41271                      NaN                    17.0   \n",
       "41272                      NaN                   182.0   \n",
       "41273                      2.0                   180.0   \n",
       "41274                      1.0                    45.0   \n",
       "41275                      1.0                    45.0   \n",
       "41276                      1.0                    45.0   \n",
       "41277                      NaN                   182.0   \n",
       "\n",
       "       pitcher_against_hand_20  pitcher_against_hand_21  \\\n",
       "0                          NaN                      NaN   \n",
       "1                          NaN                      NaN   \n",
       "2                          NaN                      NaN   \n",
       "3                          NaN                      NaN   \n",
       "4                          NaN                      NaN   \n",
       "5                          NaN                      NaN   \n",
       "6                          NaN                      NaN   \n",
       "7                          NaN                      NaN   \n",
       "8                          NaN                      NaN   \n",
       "9                          NaN                      NaN   \n",
       "10                         NaN                      NaN   \n",
       "11                         NaN                      NaN   \n",
       "12                         NaN                      NaN   \n",
       "13                         NaN                      NaN   \n",
       "14                         NaN                      NaN   \n",
       "15                         NaN                      NaN   \n",
       "16                         NaN                      NaN   \n",
       "17                         NaN                      NaN   \n",
       "18                         NaN                      NaN   \n",
       "19                         NaN                      NaN   \n",
       "20                         NaN                      2.0   \n",
       "21                         NaN                      NaN   \n",
       "22                         NaN                      2.0   \n",
       "23                         NaN                      NaN   \n",
       "24                         NaN                      NaN   \n",
       "25                         3.0                      2.0   \n",
       "26                         3.0                      2.0   \n",
       "27                         NaN                      2.0   \n",
       "28                         NaN                      NaN   \n",
       "29                         NaN                      NaN   \n",
       "...                        ...                      ...   \n",
       "41248                     21.0                      3.0   \n",
       "41249                     44.0                     17.0   \n",
       "41250                     66.0                     14.0   \n",
       "41251                     66.0                     14.0   \n",
       "41252                     87.0                     18.0   \n",
       "41253                     21.0                      3.0   \n",
       "41254                     44.0                     17.0   \n",
       "41255                     87.0                     18.0   \n",
       "41256                     12.0                      NaN   \n",
       "41257                     66.0                     14.0   \n",
       "41258                     44.0                     17.0   \n",
       "41259                     87.0                     18.0   \n",
       "41260                     87.0                     18.0   \n",
       "41261                     66.0                     14.0   \n",
       "41262                     15.0                      7.0   \n",
       "41263                     51.0                     21.0   \n",
       "41264                     51.0                     21.0   \n",
       "41265                     47.0                     20.0   \n",
       "41266                      5.0                      1.0   \n",
       "41267                     47.0                     20.0   \n",
       "41268                      8.0                      4.0   \n",
       "41269                      8.0                      4.0   \n",
       "41270                      8.0                      4.0   \n",
       "41271                      5.0                      1.0   \n",
       "41272                     51.0                     21.0   \n",
       "41273                     47.0                     20.0   \n",
       "41274                      8.0                      4.0   \n",
       "41275                      8.0                      4.0   \n",
       "41276                      8.0                      4.0   \n",
       "41277                     51.0                     21.0   \n",
       "\n",
       "       pitcher_against_hand_22  pitcher_against_hand_23  \\\n",
       "0                          NaN                      NaN   \n",
       "1                          NaN                      NaN   \n",
       "2                          NaN                      NaN   \n",
       "3                          NaN                      NaN   \n",
       "4                          NaN                      NaN   \n",
       "5                          NaN                      NaN   \n",
       "6                          NaN                      NaN   \n",
       "7                          NaN                      NaN   \n",
       "8                          NaN                      NaN   \n",
       "9                          NaN                      NaN   \n",
       "10                         NaN                      NaN   \n",
       "11                         NaN                      NaN   \n",
       "12                         NaN                      NaN   \n",
       "13                         NaN                      NaN   \n",
       "14                         NaN                      NaN   \n",
       "15                         NaN                      NaN   \n",
       "16                         NaN                      NaN   \n",
       "17                         NaN                      NaN   \n",
       "18                         NaN                      NaN   \n",
       "19                         NaN                      NaN   \n",
       "20                         NaN                      NaN   \n",
       "21                         NaN                      NaN   \n",
       "22                         NaN                      NaN   \n",
       "23                         NaN                      NaN   \n",
       "24                         NaN                      NaN   \n",
       "25                         1.0                      2.0   \n",
       "26                         1.0                      2.0   \n",
       "27                         NaN                      NaN   \n",
       "28                         NaN                      NaN   \n",
       "29                         NaN                      NaN   \n",
       "...                        ...                      ...   \n",
       "41248                      NaN                      1.0   \n",
       "41249                      4.0                      9.0   \n",
       "41250                      7.0                     18.0   \n",
       "41251                      7.0                     18.0   \n",
       "41252                      9.0                      7.0   \n",
       "41253                      NaN                      1.0   \n",
       "41254                      4.0                      9.0   \n",
       "41255                      9.0                      7.0   \n",
       "41256                      NaN                      1.0   \n",
       "41257                      7.0                     18.0   \n",
       "41258                      4.0                      9.0   \n",
       "41259                      9.0                      7.0   \n",
       "41260                      9.0                      7.0   \n",
       "41261                      7.0                     18.0   \n",
       "41262                      NaN                      1.0   \n",
       "41263                      2.0                     15.0   \n",
       "41264                      2.0                     15.0   \n",
       "41265                      1.0                     15.0   \n",
       "41266                      NaN                      4.0   \n",
       "41267                      1.0                     15.0   \n",
       "41268                      NaN                      5.0   \n",
       "41269                      NaN                      5.0   \n",
       "41270                      NaN                      5.0   \n",
       "41271                      NaN                      4.0   \n",
       "41272                      2.0                     15.0   \n",
       "41273                      1.0                     15.0   \n",
       "41274                      NaN                      5.0   \n",
       "41275                      NaN                      5.0   \n",
       "41276                      NaN                      5.0   \n",
       "41277                      2.0                     15.0   \n",
       "\n",
       "       pitcher_against_hand_3  batter_against_hand_14  batter_against_hand_15  \\\n",
       "0                         NaN                     NaN                     NaN   \n",
       "1                         NaN                     NaN                     NaN   \n",
       "2                         NaN                     NaN                     NaN   \n",
       "3                         NaN                     NaN                     NaN   \n",
       "4                         NaN                     NaN                     NaN   \n",
       "5                         NaN                     NaN                     NaN   \n",
       "6                         NaN                     NaN                     NaN   \n",
       "7                         NaN                     1.0                     NaN   \n",
       "8                         NaN                     2.0                     NaN   \n",
       "9                         NaN                     NaN                     NaN   \n",
       "10                        NaN                     NaN                     NaN   \n",
       "11                        NaN                     NaN                     NaN   \n",
       "12                        NaN                     NaN                     1.0   \n",
       "13                        NaN                     1.0                     NaN   \n",
       "14                        NaN                     NaN                     NaN   \n",
       "15                        NaN                     NaN                     NaN   \n",
       "16                        NaN                     NaN                     NaN   \n",
       "17                        NaN                     NaN                     1.0   \n",
       "18                        NaN                     1.0                     NaN   \n",
       "19                        NaN                     NaN                     NaN   \n",
       "20                        1.0                     1.0                     NaN   \n",
       "21                        NaN                     NaN                     NaN   \n",
       "22                        1.0                     1.0                     NaN   \n",
       "23                        NaN                     1.0                     NaN   \n",
       "24                        NaN                     NaN                     NaN   \n",
       "25                        NaN                     NaN                     NaN   \n",
       "26                        NaN                     NaN                     NaN   \n",
       "27                        1.0                     NaN                     NaN   \n",
       "28                        NaN                     NaN                     NaN   \n",
       "29                        NaN                     2.0                     NaN   \n",
       "...                       ...                     ...                     ...   \n",
       "41248                     9.0                     6.0                     NaN   \n",
       "41249                    26.0                     8.0                     NaN   \n",
       "41250                    82.0                    28.0                     NaN   \n",
       "41251                    82.0                    33.0                     NaN   \n",
       "41252                   138.0                     6.0                     NaN   \n",
       "41253                     9.0                     4.0                     NaN   \n",
       "41254                    26.0                    77.0                    14.0   \n",
       "41255                   138.0                     NaN                     NaN   \n",
       "41256                     8.0                    10.0                     1.0   \n",
       "41257                    82.0                    28.0                     NaN   \n",
       "41258                    26.0                    28.0                     4.0   \n",
       "41259                   138.0                    10.0                     NaN   \n",
       "41260                   138.0                     6.0                     1.0   \n",
       "41261                    82.0                    19.0                     6.0   \n",
       "41262                    24.0                    13.0                     5.0   \n",
       "41263                   103.0                     3.0                     NaN   \n",
       "41264                   103.0                    34.0                     8.0   \n",
       "41265                   147.0                    15.0                     NaN   \n",
       "41266                    14.0                     NaN                     NaN   \n",
       "41267                   147.0                    34.0                     1.0   \n",
       "41268                    25.0                     6.0                     1.0   \n",
       "41269                    25.0                     5.0                     1.0   \n",
       "41270                    25.0                     6.0                     NaN   \n",
       "41271                    14.0                     5.0                     NaN   \n",
       "41272                   103.0                    16.0                     2.0   \n",
       "41273                   147.0                    11.0                     NaN   \n",
       "41274                    25.0                     6.0                     2.0   \n",
       "41275                    25.0                     NaN                     NaN   \n",
       "41276                    25.0                     4.0                     NaN   \n",
       "41277                   103.0                    85.0                    15.0   \n",
       "\n",
       "       batter_against_hand_16  batter_against_hand_17  batter_against_hand_18  \\\n",
       "0                         NaN                     NaN                     NaN   \n",
       "1                         1.0                     NaN                     NaN   \n",
       "2                         NaN                     NaN                     NaN   \n",
       "3                         NaN                     NaN                     NaN   \n",
       "4                         NaN                     NaN                     NaN   \n",
       "5                         NaN                     NaN                     NaN   \n",
       "6                         NaN                     NaN                     NaN   \n",
       "7                         NaN                     NaN                     NaN   \n",
       "8                         NaN                     NaN                     NaN   \n",
       "9                         NaN                     NaN                     NaN   \n",
       "10                        NaN                     NaN                     NaN   \n",
       "11                        NaN                     NaN                     NaN   \n",
       "12                        NaN                     NaN                     NaN   \n",
       "13                        1.0                     NaN                     NaN   \n",
       "14                        NaN                     NaN                     NaN   \n",
       "15                        NaN                     NaN                     NaN   \n",
       "16                        NaN                     NaN                     NaN   \n",
       "17                        NaN                     NaN                     NaN   \n",
       "18                        1.0                     NaN                     1.0   \n",
       "19                        NaN                     NaN                     NaN   \n",
       "20                        1.0                     NaN                     NaN   \n",
       "21                        NaN                     NaN                     NaN   \n",
       "22                        NaN                     NaN                     NaN   \n",
       "23                        NaN                     NaN                     NaN   \n",
       "24                        NaN                     NaN                     NaN   \n",
       "25                        1.0                     NaN                     NaN   \n",
       "26                        NaN                     NaN                     NaN   \n",
       "27                        NaN                     NaN                     1.0   \n",
       "28                        NaN                     NaN                     NaN   \n",
       "29                        NaN                     NaN                     NaN   \n",
       "...                       ...                     ...                     ...   \n",
       "41248                     2.0                     NaN                     1.0   \n",
       "41249                     NaN                     NaN                     NaN   \n",
       "41250                     3.0                     NaN                     7.0   \n",
       "41251                     8.0                     NaN                     6.0   \n",
       "41252                     NaN                     NaN                     3.0   \n",
       "41253                     NaN                     NaN                     1.0   \n",
       "41254                     3.0                     NaN                     1.0   \n",
       "41255                     NaN                     NaN                     NaN   \n",
       "41256                     1.0                     NaN                     2.0   \n",
       "41257                     4.0                     NaN                     1.0   \n",
       "41258                     5.0                     NaN                     3.0   \n",
       "41259                     2.0                     NaN                     NaN   \n",
       "41260                     NaN                     NaN                     2.0   \n",
       "41261                     1.0                     NaN                     5.0   \n",
       "41262                     2.0                     NaN                     3.0   \n",
       "41263                     1.0                     NaN                     NaN   \n",
       "41264                     1.0                     NaN                     2.0   \n",
       "41265                     1.0                     NaN                     2.0   \n",
       "41266                     NaN                     NaN                     NaN   \n",
       "41267                     7.0                     NaN                     3.0   \n",
       "41268                     1.0                     NaN                     1.0   \n",
       "41269                     NaN                     NaN                     NaN   \n",
       "41270                     NaN                     NaN                     NaN   \n",
       "41271                     NaN                     NaN                     NaN   \n",
       "41272                     NaN                     NaN                     1.0   \n",
       "41273                     3.0                     NaN                     3.0   \n",
       "41274                     NaN                     NaN                     NaN   \n",
       "41275                     NaN                     NaN                     NaN   \n",
       "41276                     NaN                     NaN                     1.0   \n",
       "41277                     3.0                     NaN                     1.0   \n",
       "\n",
       "       batter_against_hand_19  batter_against_hand_2  batter_against_hand_20  \\\n",
       "0                         NaN                    2.0                     1.0   \n",
       "1                         NaN                    4.0                     1.0   \n",
       "2                         NaN                    2.0                     1.0   \n",
       "3                         NaN                    2.0                     NaN   \n",
       "4                         NaN                    2.0                     NaN   \n",
       "5                         NaN                    4.0                     1.0   \n",
       "6                         NaN                    1.0                     NaN   \n",
       "7                         NaN                    1.0                     1.0   \n",
       "8                         NaN                    1.0                     1.0   \n",
       "9                         NaN                    3.0                     2.0   \n",
       "10                        NaN                    1.0                     NaN   \n",
       "11                        NaN                    3.0                     1.0   \n",
       "12                        NaN                    4.0                     1.0   \n",
       "13                        1.0                    3.0                     NaN   \n",
       "14                        NaN                    4.0                     2.0   \n",
       "15                        NaN                    2.0                     NaN   \n",
       "16                        NaN                    4.0                     2.0   \n",
       "17                        NaN                    2.0                     NaN   \n",
       "18                        NaN                    4.0                     2.0   \n",
       "19                        NaN                    NaN                     NaN   \n",
       "20                        NaN                    3.0                     2.0   \n",
       "21                        NaN                    6.0                     NaN   \n",
       "22                        NaN                    5.0                     3.0   \n",
       "23                        NaN                    5.0                     NaN   \n",
       "24                        NaN                    3.0                     3.0   \n",
       "25                        NaN                    2.0                     NaN   \n",
       "26                        NaN                    4.0                     2.0   \n",
       "27                        NaN                    5.0                     1.0   \n",
       "28                        NaN                    5.0                     1.0   \n",
       "29                        NaN                    2.0                     NaN   \n",
       "...                       ...                    ...                     ...   \n",
       "41248                     NaN                   38.0                    15.0   \n",
       "41249                     NaN                   40.0                    11.0   \n",
       "41250                     3.0                  197.0                    68.0   \n",
       "41251                     2.0                  218.0                   100.0   \n",
       "41252                     NaN                   60.0                    21.0   \n",
       "41253                     NaN                   80.0                    37.0   \n",
       "41254                     NaN                  134.0                    63.0   \n",
       "41255                     NaN                    5.0                     2.0   \n",
       "41256                     NaN                   54.0                    18.0   \n",
       "41257                     1.0                  118.0                    45.0   \n",
       "41258                     1.0                  143.0                    42.0   \n",
       "41259                     NaN                   42.0                    23.0   \n",
       "41260                     1.0                   23.0                    10.0   \n",
       "41261                     2.0                  147.0                    57.0   \n",
       "41262                     NaN                  102.0                    37.0   \n",
       "41263                     NaN                   42.0                     9.0   \n",
       "41264                     NaN                  212.0                    43.0   \n",
       "41265                     NaN                   63.0                    23.0   \n",
       "41266                     NaN                   10.0                     NaN   \n",
       "41267                     2.0                  243.0                    63.0   \n",
       "41268                     1.0                   27.0                     4.0   \n",
       "41269                     NaN                   65.0                    21.0   \n",
       "41270                     NaN                   32.0                    15.0   \n",
       "41271                     NaN                    9.0                     9.0   \n",
       "41272                     1.0                  117.0                    34.0   \n",
       "41273                     NaN                  132.0                    50.0   \n",
       "41274                     NaN                   43.0                    18.0   \n",
       "41275                     NaN                    3.0                     2.0   \n",
       "41276                     NaN                   13.0                     6.0   \n",
       "41277                     1.0                  159.0                    71.0   \n",
       "\n",
       "       batter_against_hand_21  batter_against_hand_22  batter_against_hand_23  \\\n",
       "0                         NaN                     NaN                     NaN   \n",
       "1                         1.0                     NaN                     NaN   \n",
       "2                         NaN                     NaN                     NaN   \n",
       "3                         NaN                     NaN                     NaN   \n",
       "4                         NaN                     NaN                     NaN   \n",
       "5                         1.0                     NaN                     NaN   \n",
       "6                         NaN                     NaN                     1.0   \n",
       "7                         NaN                     NaN                     NaN   \n",
       "8                         NaN                     NaN                     NaN   \n",
       "9                         NaN                     NaN                     1.0   \n",
       "10                        NaN                     NaN                     NaN   \n",
       "11                        NaN                     NaN                     NaN   \n",
       "12                        1.0                     NaN                     NaN   \n",
       "13                        1.0                     NaN                     NaN   \n",
       "14                        NaN                     NaN                     1.0   \n",
       "15                        1.0                     NaN                     NaN   \n",
       "16                        NaN                     NaN                     NaN   \n",
       "17                        NaN                     NaN                     NaN   \n",
       "18                        NaN                     NaN                     NaN   \n",
       "19                        NaN                     NaN                     NaN   \n",
       "20                        NaN                     NaN                     1.0   \n",
       "21                        NaN                     NaN                     NaN   \n",
       "22                        1.0                     NaN                     NaN   \n",
       "23                        1.0                     NaN                     NaN   \n",
       "24                        NaN                     NaN                     NaN   \n",
       "25                        NaN                     NaN                     NaN   \n",
       "26                        NaN                     NaN                     NaN   \n",
       "27                        NaN                     NaN                     NaN   \n",
       "28                        1.0                     NaN                     NaN   \n",
       "29                        1.0                     NaN                     NaN   \n",
       "...                       ...                     ...                     ...   \n",
       "41248                     8.0                     NaN                     2.0   \n",
       "41249                     2.0                     1.0                     3.0   \n",
       "41250                    19.0                     2.0                    13.0   \n",
       "41251                    22.0                     1.0                     7.0   \n",
       "41252                     5.0                     NaN                     3.0   \n",
       "41253                     4.0                     NaN                     NaN   \n",
       "41254                    22.0                     1.0                    34.0   \n",
       "41255                     1.0                     NaN                     NaN   \n",
       "41256                     3.0                     NaN                     3.0   \n",
       "41257                    10.0                     NaN                     5.0   \n",
       "41258                    13.0                     1.0                     8.0   \n",
       "41259                     4.0                     NaN                     7.0   \n",
       "41260                     5.0                     1.0                     3.0   \n",
       "41261                    12.0                     2.0                    10.0   \n",
       "41262                     8.0                     NaN                     3.0   \n",
       "41263                     2.0                     NaN                     1.0   \n",
       "41264                    25.0                     2.0                    22.0   \n",
       "41265                     7.0                     2.0                     2.0   \n",
       "41266                     NaN                     NaN                     NaN   \n",
       "41267                    31.0                     1.0                    21.0   \n",
       "41268                     3.0                     NaN                     3.0   \n",
       "41269                     2.0                     NaN                     3.0   \n",
       "41270                     4.0                     NaN                     NaN   \n",
       "41271                     2.0                     NaN                     NaN   \n",
       "41272                    17.0                     NaN                     1.0   \n",
       "41273                    15.0                     2.0                     9.0   \n",
       "41274                     2.0                     NaN                     4.0   \n",
       "41275                     NaN                     NaN                     NaN   \n",
       "41276                     2.0                     1.0                     NaN   \n",
       "41277                    21.0                     1.0                    22.0   \n",
       "\n",
       "       batter_against_hand_3  bullpen_14  bullpen_15  bullpen_16  bullpen_17  \\\n",
       "0                        NaN         1.0         NaN         NaN         NaN   \n",
       "1                        NaN         1.0         1.0         NaN         NaN   \n",
       "2                        2.0         1.0         NaN         NaN         NaN   \n",
       "3                        NaN         1.0         NaN         NaN         NaN   \n",
       "4                        1.0         1.0         NaN         NaN         NaN   \n",
       "5                        NaN         1.0         1.0         NaN         NaN   \n",
       "6                        1.0         1.0         NaN         NaN         NaN   \n",
       "7                        NaN         1.0         NaN         NaN         NaN   \n",
       "8                        1.0         1.0         1.0         NaN         NaN   \n",
       "9                        1.0         1.0         1.0         NaN         NaN   \n",
       "10                       1.0         1.0         NaN         NaN         NaN   \n",
       "11                       2.0         1.0         1.0         NaN         NaN   \n",
       "12                       1.0         1.0         1.0         NaN         NaN   \n",
       "13                       NaN         1.0         1.0         NaN         NaN   \n",
       "14                       NaN         1.0         1.0         NaN         NaN   \n",
       "15                       NaN         1.0         NaN         NaN         NaN   \n",
       "16                       1.0         1.0         1.0         NaN         NaN   \n",
       "17                       1.0         1.0         NaN         NaN         NaN   \n",
       "18                       1.0         2.0         NaN         NaN         NaN   \n",
       "19                       NaN         2.0         NaN         NaN         NaN   \n",
       "20                       1.0         2.0         1.0         2.0         NaN   \n",
       "21                       3.0         2.0         NaN         NaN         NaN   \n",
       "22                       NaN         2.0         1.0         2.0         NaN   \n",
       "23                       3.0         2.0         NaN         NaN         NaN   \n",
       "24                       2.0         2.0         NaN         NaN         NaN   \n",
       "25                       1.0         2.0         1.0         2.0         NaN   \n",
       "26                       1.0         2.0         1.0         2.0         NaN   \n",
       "27                       NaN         2.0         1.0         2.0         NaN   \n",
       "28                       3.0         2.0         NaN         NaN         NaN   \n",
       "29                       1.0         2.0         1.0         2.0         NaN   \n",
       "...                      ...         ...         ...         ...         ...   \n",
       "41248                   12.0       112.0        24.0        21.0         1.0   \n",
       "41249                   14.0       197.0        21.0        21.0         2.0   \n",
       "41250                  148.0       197.0        21.0        21.0         2.0   \n",
       "41251                   49.0       197.0        21.0        21.0         2.0   \n",
       "41252                   33.0       112.0        24.0        21.0         1.0   \n",
       "41253                   22.0       112.0        24.0        21.0         1.0   \n",
       "41254                   93.0       197.0        21.0        21.0         2.0   \n",
       "41255                    3.0       112.0        24.0        21.0         1.0   \n",
       "41256                   34.0       197.0        21.0        21.0         2.0   \n",
       "41257                   51.0       197.0        21.0        21.0         2.0   \n",
       "41258                   40.0       197.0        21.0        21.0         2.0   \n",
       "41259                   15.0       112.0        24.0        21.0         1.0   \n",
       "41260                   12.0       112.0        24.0        21.0         1.0   \n",
       "41261                  118.0       197.0        21.0        21.0         2.0   \n",
       "41262                   35.0       115.0        24.0        22.0         1.0   \n",
       "41263                   21.0       115.0        24.0        22.0         1.0   \n",
       "41264                   98.0       115.0        24.0        22.0         1.0   \n",
       "41265                   36.0       115.0        24.0        22.0         1.0   \n",
       "41266                    NaN       203.0        18.0        19.0         NaN   \n",
       "41267                   93.0       115.0        24.0        22.0         1.0   \n",
       "41268                   12.0       203.0        18.0        19.0         NaN   \n",
       "41269                   24.0       203.0        18.0        19.0         NaN   \n",
       "41270                    7.0       203.0        18.0        19.0         NaN   \n",
       "41271                    8.0       203.0        18.0        19.0         NaN   \n",
       "41272                   44.0       115.0        24.0        22.0         1.0   \n",
       "41273                   66.0       115.0        24.0        22.0         1.0   \n",
       "41274                   34.0       203.0        18.0        19.0         NaN   \n",
       "41275                    1.0       203.0        18.0        19.0         NaN   \n",
       "41276                   13.0       203.0        18.0        19.0         NaN   \n",
       "41277                   90.0       115.0        24.0        22.0         1.0   \n",
       "\n",
       "       bullpen_18  bullpen_19  bullpen_2  bullpen_20  bullpen_21  bullpen_22  \\\n",
       "0             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "1             NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "2             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "3             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "4             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "5             NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "6             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "7             NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "8             NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "9             NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "10            NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "11            NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "12            NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "13            NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "14            NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "15            NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "16            NaN         NaN        9.0         4.0         1.0         NaN   \n",
       "17            NaN         NaN       14.0         3.0         NaN         NaN   \n",
       "18            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "19            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "20            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "21            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "22            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "23            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "24            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "25            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "26            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "27            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "28            NaN         NaN       17.0         4.0         1.0         NaN   \n",
       "29            NaN         NaN       18.0         7.0         1.0         NaN   \n",
       "...           ...         ...        ...         ...         ...         ...   \n",
       "41248        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41249        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41250        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41251        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41252        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41253        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41254        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41255        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41256        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41257        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41258        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41259        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41260        11.0         6.0      890.0       290.0        82.0         6.0   \n",
       "41261        32.0        11.0      976.0       368.0       105.0         9.0   \n",
       "41262        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41263        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41264        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41265        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41266        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41267        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41268        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41269        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41270        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41271        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41272        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41273        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "41274        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41275        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41276        23.0         9.0     1032.0       320.0        94.0        14.0   \n",
       "41277        13.0         6.0      899.0       296.0        83.0         6.0   \n",
       "\n",
       "       bullpen_23  bullpen_3  total_batter_appearances  hitting_average  \\\n",
       "0             NaN        8.0                      11.0         0.272727   \n",
       "1             NaN        8.0                      14.0         0.357143   \n",
       "2             NaN        8.0                      13.0         0.076923   \n",
       "3             NaN        8.0                       4.0         0.000000   \n",
       "4             NaN        8.0                       7.0         0.000000   \n",
       "5             NaN        8.0                      14.0         0.428571   \n",
       "6             NaN        8.0                      12.0         0.166667   \n",
       "7             NaN        8.0                      10.0         0.400000   \n",
       "8             NaN        8.0                       9.0         0.111111   \n",
       "9             NaN        8.0                      14.0         0.357143   \n",
       "10            NaN        8.0                      10.0         0.100000   \n",
       "11            NaN        8.0                      11.0         0.090909   \n",
       "12            NaN        8.0                      14.0         0.214286   \n",
       "13            NaN        8.0                      14.0         0.214286   \n",
       "14            NaN        8.0                      12.0         0.416667   \n",
       "15            NaN        8.0                      13.0         0.153846   \n",
       "16            NaN        8.0                      12.0         0.416667   \n",
       "17            NaN        8.0                      13.0         0.230769   \n",
       "18            NaN       14.0                      15.0         0.200000   \n",
       "19            NaN       14.0                       0.0              NaN   \n",
       "20            NaN       10.0                      19.0         0.368421   \n",
       "21            NaN       14.0                      17.0         0.117647   \n",
       "22            NaN       10.0                      19.0         0.368421   \n",
       "23            NaN       14.0                      16.0         0.250000   \n",
       "24            NaN       14.0                      13.0         0.307692   \n",
       "25            NaN       10.0                      13.0         0.076923   \n",
       "26            NaN       10.0                      19.0         0.315789   \n",
       "27            NaN       10.0                      15.0         0.133333   \n",
       "28            NaN       14.0                      10.0         0.200000   \n",
       "29            NaN       10.0                      19.0         0.263158   \n",
       "...           ...        ...                       ...              ...   \n",
       "41248        38.0      407.0                     244.0         0.250000   \n",
       "41249        49.0      491.0                      89.0         0.191011   \n",
       "41250        49.0      491.0                     619.0         0.211632   \n",
       "41251        49.0      491.0                     577.0         0.291161   \n",
       "41252        38.0      407.0                     327.0         0.241590   \n",
       "41253        38.0      407.0                     573.0         0.244328   \n",
       "41254        49.0      491.0                     630.0         0.268254   \n",
       "41255        38.0      407.0                      22.0         0.181818   \n",
       "41256        49.0      491.0                     148.0         0.175676   \n",
       "41257        49.0      491.0                     327.0         0.241590   \n",
       "41258        49.0      491.0                     321.0         0.233645   \n",
       "41259        38.0      407.0                     268.0         0.220149   \n",
       "41260        38.0      407.0                     278.0         0.212230   \n",
       "41261        49.0      491.0                     488.0         0.215164   \n",
       "41262        40.0      409.0                     259.0         0.216216   \n",
       "41263        40.0      409.0                      87.0         0.149425   \n",
       "41264        40.0      409.0                     622.0         0.204180   \n",
       "41265        40.0      409.0                     208.0         0.235577   \n",
       "41266        56.0      466.0                      93.0         0.225806   \n",
       "41267        40.0      409.0                     655.0         0.236641   \n",
       "41268        56.0      466.0                     192.0         0.192708   \n",
       "41269        56.0      466.0                     486.0         0.218107   \n",
       "41270        56.0      466.0                     331.0         0.238671   \n",
       "41271        56.0      466.0                     325.0         0.230769   \n",
       "41272        40.0      409.0                     258.0         0.224806   \n",
       "41273        40.0      409.0                     370.0         0.264865   \n",
       "41274        56.0      466.0                     492.0         0.213415   \n",
       "41275        56.0      466.0                      20.0         0.200000   \n",
       "41276        56.0      466.0                     136.0         0.154412   \n",
       "41277        40.0      409.0                     668.0         0.248503   \n",
       "\n",
       "       walking_average  total_pitcher_appearances  pitcher_hitting_average  \\\n",
       "0             0.090909                        0.0                      NaN   \n",
       "1             0.142857                        0.0                      NaN   \n",
       "2             0.000000                        0.0                      NaN   \n",
       "3             0.000000                        0.0                      NaN   \n",
       "4             0.142857                        0.0                      NaN   \n",
       "5             0.071429                        0.0                      NaN   \n",
       "6             0.083333                        0.0                      NaN   \n",
       "7             0.100000                        0.0                      NaN   \n",
       "8             0.333333                        0.0                      NaN   \n",
       "9             0.000000                        0.0                      NaN   \n",
       "10            0.000000                        0.0                      NaN   \n",
       "11            0.000000                        0.0                      NaN   \n",
       "12            0.214286                        0.0                      NaN   \n",
       "13            0.142857                        0.0                      NaN   \n",
       "14            0.083333                        0.0                      NaN   \n",
       "15            0.153846                        0.0                      NaN   \n",
       "16            0.000000                        0.0                      NaN   \n",
       "17            0.076923                        0.0                      NaN   \n",
       "18            0.133333                        0.0                      NaN   \n",
       "19                 NaN                        0.0                      NaN   \n",
       "20            0.157895                       25.0                 0.320000   \n",
       "21            0.000000                        0.0                      NaN   \n",
       "22            0.105263                       25.0                 0.320000   \n",
       "23            0.062500                        0.0                      NaN   \n",
       "24            0.076923                        0.0                      NaN   \n",
       "25            0.307692                       25.0                 0.320000   \n",
       "26            0.000000                       25.0                 0.320000   \n",
       "27            0.000000                       25.0                 0.320000   \n",
       "28            0.000000                        0.0                      NaN   \n",
       "29            0.157895                       25.0                 0.320000   \n",
       "...                ...                        ...                      ...   \n",
       "41248         0.098361                      713.0                 0.241234   \n",
       "41249         0.089888                      698.0                 0.252149   \n",
       "41250         0.071082                      698.0                 0.252149   \n",
       "41251         0.088388                      698.0                 0.252149   \n",
       "41252         0.042813                      713.0                 0.241234   \n",
       "41253         0.050611                      713.0                 0.241234   \n",
       "41254         0.201587                      698.0                 0.252149   \n",
       "41255         0.045455                      713.0                 0.241234   \n",
       "41256         0.108108                      698.0                 0.252149   \n",
       "41257         0.116208                      698.0                 0.252149   \n",
       "41258         0.130841                      698.0                 0.252149   \n",
       "41259         0.074627                      713.0                 0.241234   \n",
       "41260         0.093525                      713.0                 0.241234   \n",
       "41261         0.069672                      698.0                 0.252149   \n",
       "41262         0.096525                      842.0                 0.206651   \n",
       "41263         0.057471                      842.0                 0.206651   \n",
       "41264         0.093248                      842.0                 0.206651   \n",
       "41265         0.096154                      842.0                 0.206651   \n",
       "41266         0.086022                      150.0                 0.173333   \n",
       "41267         0.076336                      842.0                 0.206651   \n",
       "41268         0.062500                      150.0                 0.173333   \n",
       "41269         0.043210                      150.0                 0.173333   \n",
       "41270         0.117825                      150.0                 0.173333   \n",
       "41271         0.129231                      150.0                 0.173333   \n",
       "41272         0.089147                      842.0                 0.206651   \n",
       "41273         0.054054                      842.0                 0.206651   \n",
       "41274         0.069106                      150.0                 0.173333   \n",
       "41275         0.100000                      150.0                 0.173333   \n",
       "41276         0.132353                      150.0                 0.173333   \n",
       "41277         0.215569                      842.0                 0.206651   \n",
       "\n",
       "       pitcher_walking_average  hand_pitcher_appearances  \\\n",
       "0                          NaN                       0.0   \n",
       "1                          NaN                       0.0   \n",
       "2                          NaN                       0.0   \n",
       "3                          NaN                       0.0   \n",
       "4                          NaN                       0.0   \n",
       "5                          NaN                       0.0   \n",
       "6                          NaN                       0.0   \n",
       "7                          NaN                       0.0   \n",
       "8                          NaN                       0.0   \n",
       "9                          NaN                       0.0   \n",
       "10                         NaN                       0.0   \n",
       "11                         NaN                       0.0   \n",
       "12                         NaN                       0.0   \n",
       "13                         NaN                       0.0   \n",
       "14                         NaN                       0.0   \n",
       "15                         NaN                       0.0   \n",
       "16                         NaN                       0.0   \n",
       "17                         NaN                       0.0   \n",
       "18                         NaN                       0.0   \n",
       "19                         NaN                       0.0   \n",
       "20                    0.000000                      12.0   \n",
       "21                         NaN                       0.0   \n",
       "22                    0.000000                      12.0   \n",
       "23                         NaN                       0.0   \n",
       "24                         NaN                       0.0   \n",
       "25                    0.000000                      18.0   \n",
       "26                    0.000000                      18.0   \n",
       "27                    0.000000                      12.0   \n",
       "28                         NaN                       0.0   \n",
       "29                    0.000000                       0.0   \n",
       "...                        ...                       ...   \n",
       "41248                 0.095372                      89.0   \n",
       "41249                 0.078797                     276.0   \n",
       "41250                 0.078797                     416.0   \n",
       "41251                 0.078797                     416.0   \n",
       "41252                 0.095372                     519.0   \n",
       "41253                 0.095372                      89.0   \n",
       "41254                 0.078797                     276.0   \n",
       "41255                 0.095372                     519.0   \n",
       "41256                 0.078797                      81.0   \n",
       "41257                 0.078797                     416.0   \n",
       "41258                 0.078797                     276.0   \n",
       "41259                 0.095372                     519.0   \n",
       "41260                 0.095372                     519.0   \n",
       "41261                 0.078797                     416.0   \n",
       "41262                 0.042755                     104.0   \n",
       "41263                 0.042755                     395.0   \n",
       "41264                 0.042755                     395.0   \n",
       "41265                 0.042755                     429.0   \n",
       "41266                 0.120000                      53.0   \n",
       "41267                 0.042755                     429.0   \n",
       "41268                 0.120000                      98.0   \n",
       "41269                 0.120000                      98.0   \n",
       "41270                 0.120000                      98.0   \n",
       "41271                 0.120000                      53.0   \n",
       "41272                 0.042755                     395.0   \n",
       "41273                 0.042755                     429.0   \n",
       "41274                 0.120000                      98.0   \n",
       "41275                 0.120000                      98.0   \n",
       "41276                 0.120000                      98.0   \n",
       "41277                 0.042755                     395.0   \n",
       "\n",
       "       hand_pitcher_hitting_average  hand_pitcher_walking_average  \\\n",
       "0                               NaN                           NaN   \n",
       "1                               NaN                           NaN   \n",
       "2                               NaN                           NaN   \n",
       "3                               NaN                           NaN   \n",
       "4                               NaN                           NaN   \n",
       "5                               NaN                           NaN   \n",
       "6                               NaN                           NaN   \n",
       "7                               NaN                           NaN   \n",
       "8                               NaN                           NaN   \n",
       "9                               NaN                           NaN   \n",
       "10                              NaN                           NaN   \n",
       "11                              NaN                           NaN   \n",
       "12                              NaN                           NaN   \n",
       "13                              NaN                           NaN   \n",
       "14                              NaN                           NaN   \n",
       "15                              NaN                           NaN   \n",
       "16                              NaN                           NaN   \n",
       "17                              NaN                           NaN   \n",
       "18                              NaN                           NaN   \n",
       "19                              NaN                           NaN   \n",
       "20                         0.166667                      0.000000   \n",
       "21                              NaN                           NaN   \n",
       "22                         0.166667                      0.000000   \n",
       "23                              NaN                           NaN   \n",
       "24                              NaN                           NaN   \n",
       "25                         0.444444                      0.000000   \n",
       "26                         0.444444                      0.000000   \n",
       "27                         0.166667                      0.000000   \n",
       "28                              NaN                           NaN   \n",
       "29                              NaN                           NaN   \n",
       "...                             ...                           ...   \n",
       "41248                      0.280899                      0.101124   \n",
       "41249                      0.268116                      0.130435   \n",
       "41250                      0.252404                      0.040865   \n",
       "41251                      0.252404                      0.040865   \n",
       "41252                      0.233141                      0.113680   \n",
       "41253                      0.280899                      0.101124   \n",
       "41254                      0.268116                      0.130435   \n",
       "41255                      0.233141                      0.113680   \n",
       "41256                      0.160494                      0.074074   \n",
       "41257                      0.252404                      0.040865   \n",
       "41258                      0.268116                      0.130435   \n",
       "41259                      0.233141                      0.113680   \n",
       "41260                      0.233141                      0.113680   \n",
       "41261                      0.252404                      0.040865   \n",
       "41262                      0.221154                      0.038462   \n",
       "41263                      0.225316                      0.053165   \n",
       "41264                      0.225316                      0.053165   \n",
       "41265                      0.193473                      0.030303   \n",
       "41266                      0.188679                      0.169811   \n",
       "41267                      0.193473                      0.030303   \n",
       "41268                      0.173469                      0.102041   \n",
       "41269                      0.173469                      0.102041   \n",
       "41270                      0.173469                      0.102041   \n",
       "41271                      0.188679                      0.169811   \n",
       "41272                      0.225316                      0.053165   \n",
       "41273                      0.193473                      0.030303   \n",
       "41274                      0.173469                      0.102041   \n",
       "41275                      0.173469                      0.102041   \n",
       "41276                      0.173469                      0.102041   \n",
       "41277                      0.225316                      0.053165   \n",
       "\n",
       "       hand_batter_appearances  hand_hitting_average  hand_walking_average  \\\n",
       "0                          3.0              0.333333              0.000000   \n",
       "1                          7.0              0.285714              0.142857   \n",
       "2                          5.0              0.200000              0.000000   \n",
       "3                          2.0              0.000000              0.000000   \n",
       "4                          3.0              0.000000              0.000000   \n",
       "5                          6.0              0.333333              0.000000   \n",
       "6                          3.0              0.333333              0.000000   \n",
       "7                          3.0              0.333333              0.333333   \n",
       "8                          5.0              0.200000              0.400000   \n",
       "9                          7.0              0.428571              0.000000   \n",
       "10                         2.0              0.000000              0.000000   \n",
       "11                         6.0              0.166667              0.000000   \n",
       "12                         8.0              0.250000              0.125000   \n",
       "13                         7.0              0.142857              0.285714   \n",
       "14                         7.0              0.428571              0.000000   \n",
       "15                         3.0              0.333333              0.000000   \n",
       "16                         7.0              0.285714              0.000000   \n",
       "17                         4.0              0.000000              0.250000   \n",
       "18                        10.0              0.200000              0.200000   \n",
       "19                         0.0                   NaN                   NaN   \n",
       "20                         9.0              0.333333              0.222222   \n",
       "21                         9.0              0.000000              0.000000   \n",
       "22                        10.0              0.400000              0.100000   \n",
       "23                        10.0              0.100000              0.100000   \n",
       "24                         8.0              0.375000              0.000000   \n",
       "25                         4.0              0.000000              0.250000   \n",
       "26                         7.0              0.285714              0.000000   \n",
       "27                         7.0              0.142857              0.000000   \n",
       "28                        10.0              0.200000              0.000000   \n",
       "29                         6.0              0.166667              0.333333   \n",
       "...                        ...                   ...                   ...   \n",
       "41248                     84.0              0.297619              0.095238   \n",
       "41249                     79.0              0.215190              0.101266   \n",
       "41250                    488.0              0.209016              0.063525   \n",
       "41251                    446.0              0.291480              0.091928   \n",
       "41252                    131.0              0.221374              0.045802   \n",
       "41253                    148.0              0.277027              0.027027   \n",
       "41254                    442.0              0.271493              0.212670   \n",
       "41255                     11.0              0.272727              0.000000   \n",
       "41256                    126.0              0.190476              0.095238   \n",
       "41257                    263.0              0.228137              0.121673   \n",
       "41258                    288.0              0.222222              0.128472   \n",
       "41259                    103.0              0.330097              0.116505   \n",
       "41260                     64.0              0.296875              0.109375   \n",
       "41261                    379.0              0.213720              0.068602   \n",
       "41262                    208.0              0.230769              0.096154   \n",
       "41263                     79.0              0.151899              0.050633   \n",
       "41264                    447.0              0.205817              0.096197   \n",
       "41265                    151.0              0.225166              0.105960   \n",
       "41266                     10.0              0.000000              0.000000   \n",
       "41267                    499.0              0.232465              0.084168   \n",
       "41268                     59.0              0.169492              0.135593   \n",
       "41269                    121.0              0.214876              0.049587   \n",
       "41270                     64.0              0.296875              0.093750   \n",
       "41271                     33.0              0.333333              0.151515   \n",
       "41272                    233.0              0.223176              0.077253   \n",
       "41273                    291.0              0.261168              0.048110   \n",
       "41274                    109.0              0.220183              0.073394   \n",
       "41275                      6.0              0.333333              0.000000   \n",
       "41276                     40.0              0.225000              0.100000   \n",
       "41277                    469.0              0.245203              0.219616   \n",
       "\n",
       "       bullpen_appearances  bullpen_average  bullpen_walking_average  got_hit  \n",
       "0                     26.0         0.115385                 0.038462        0  \n",
       "1                     24.0         0.208333                 0.083333        1  \n",
       "2                     26.0         0.115385                 0.038462        1  \n",
       "3                     26.0         0.115385                 0.038462        1  \n",
       "4                     26.0         0.115385                 0.038462        0  \n",
       "5                     24.0         0.208333                 0.083333        1  \n",
       "6                     26.0         0.115385                 0.038462        1  \n",
       "7                     26.0         0.115385                 0.038462        0  \n",
       "8                     24.0         0.208333                 0.083333        0  \n",
       "9                     24.0         0.208333                 0.083333        1  \n",
       "10                    26.0         0.115385                 0.038462        0  \n",
       "11                    24.0         0.208333                 0.083333        1  \n",
       "12                    24.0         0.208333                 0.083333        1  \n",
       "13                    24.0         0.208333                 0.083333        1  \n",
       "14                    24.0         0.208333                 0.083333        1  \n",
       "15                    26.0         0.115385                 0.038462        0  \n",
       "16                    24.0         0.208333                 0.083333        0  \n",
       "17                    26.0         0.115385                 0.038462        1  \n",
       "18                    38.0         0.131579                 0.052632        1  \n",
       "19                    38.0         0.131579                 0.052632        1  \n",
       "20                    41.0         0.195122                 0.121951        1  \n",
       "21                    38.0         0.131579                 0.052632        1  \n",
       "22                    41.0         0.195122                 0.121951        1  \n",
       "23                    38.0         0.131579                 0.052632        0  \n",
       "24                    38.0         0.131579                 0.052632        0  \n",
       "25                    41.0         0.195122                 0.121951        0  \n",
       "26                    41.0         0.195122                 0.121951        1  \n",
       "27                    41.0         0.195122                 0.121951        1  \n",
       "28                    38.0         0.131579                 0.052632        0  \n",
       "29                    41.0         0.195122                 0.121951        1  \n",
       "...                    ...              ...                      ...      ...  \n",
       "41248               1888.0         0.220339                 0.083686        1  \n",
       "41249               2282.0         0.232691                 0.105609        1  \n",
       "41250               2282.0         0.232691                 0.105609        1  \n",
       "41251               2282.0         0.232691                 0.105609        0  \n",
       "41252               1888.0         0.220339                 0.083686        1  \n",
       "41253               1888.0         0.220339                 0.083686        1  \n",
       "41254               2282.0         0.232691                 0.105609        0  \n",
       "41255               1888.0         0.220339                 0.083686        1  \n",
       "41256               2282.0         0.232691                 0.105609        1  \n",
       "41257               2282.0         0.232691                 0.105609        0  \n",
       "41258               2282.0         0.232691                 0.105609        0  \n",
       "41259               1888.0         0.220339                 0.083686        0  \n",
       "41260               1888.0         0.220339                 0.083686        1  \n",
       "41261               2282.0         0.232691                 0.105609        0  \n",
       "41262               1914.0         0.222048                 0.084639        1  \n",
       "41263               1914.0         0.222048                 0.084639        0  \n",
       "41264               1914.0         0.222048                 0.084639        0  \n",
       "41265               1914.0         0.222048                 0.084639        0  \n",
       "41266               2254.0         0.214729                 0.106477        1  \n",
       "41267               1914.0         0.222048                 0.084639        0  \n",
       "41268               2254.0         0.214729                 0.106477        1  \n",
       "41269               2254.0         0.214729                 0.106477        1  \n",
       "41270               2254.0         0.214729                 0.106477        1  \n",
       "41271               2254.0         0.214729                 0.106477        1  \n",
       "41272               1914.0         0.222048                 0.084639        1  \n",
       "41273               1914.0         0.222048                 0.084639        0  \n",
       "41274               2254.0         0.214729                 0.106477        1  \n",
       "41275               2254.0         0.214729                 0.106477        1  \n",
       "41276               2254.0         0.214729                 0.106477        0  \n",
       "41277               1914.0         0.222048                 0.084639        1  \n",
       "\n",
       "[41278 rows x 109 columns]"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "choices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "def count_values(frame, columns=[]):\n",
    "    def calculate_count(previous, column):\n",
    "        return previous + frame[column]\n",
    "    return reduce(calculate_count, columns, 0)\n",
    "\n",
    "def percents(hits, outs, walks):\n",
    "    total = (hits + walks + outs)\n",
    "    hitting_average = None\n",
    "    walking_average = None\n",
    "    if (total is not 0):\n",
    "        hitting_average = float(hits) / total\n",
    "    if (total is not 0):\n",
    "        walking_average = float(walks) / total\n",
    "    return hitting_average, total, walking_average\n",
    "\n",
    "def percents_for_prefix(frame, prefix):\n",
    "    frame = frame.fillna(0)\n",
    "    hits = count_values(frame, [prefix + '20', prefix + '21', prefix + '22', prefix + '23'])\n",
    "    walks = count_values(frame, [prefix + '14', prefix + '15', prefix + '16', prefix + '17'])\n",
    "    outs = count_values(frame, [prefix + '2', prefix + '3', prefix + '18', prefix + '19'])\n",
    "    hitting_average, total, walking_average = percents(hits, outs, walks)\n",
    "    return hitting_average, total, walking_average\n",
    "\n",
    "def calculate_hitting_percent(frame):\n",
    "    hitting_average, total, walking_average = percents_for_prefix(frame, 'previous_batter_')\n",
    "\n",
    "    return pd.Series([total, hitting_average, walking_average], index=['total_batter_appearances', 'hitting_average', 'walking_average'])\n",
    "\n",
    "\n",
    "def calculate_pitching_percent(frame):\n",
    "    hitting_average, total, walking_average = percents_for_prefix(frame, 'previous_pitcher_')\n",
    "\n",
    "    return pd.Series([total, hitting_average, walking_average], index=['total_pitcher_appearances', 'pitcher_hitting_average', 'pitcher_walking_average'])\n",
    "\n",
    "\n",
    "def calculate_pitching_against_hand_percent(frame):\n",
    "    hitting_average, total, walking_average = percents_for_prefix(frame, 'pitcher_against_hand_')\n",
    "\n",
    "    return pd.Series([total, hitting_average, walking_average], index=['hand_pitcher_appearances', 'hand_pitcher_hitting_average', 'hand_pitcher_walking_average'])\n",
    "\n",
    "\n",
    "def calculate_batter_against_hand_percent(frame):\n",
    "    hitting_average, total, walking_average = percents_for_prefix(frame, 'batter_against_hand_')\n",
    "\n",
    "    return pd.Series([total, hitting_average, walking_average], index=['hand_batter_appearances', 'hand_hitting_average', 'hand_walking_average'])\n",
    "\n",
    "\n",
    "def calculate_bullpen_percent(frame):\n",
    "    hitting_average, total, walking_average = percents_for_prefix(frame, 'bullpen_')\n",
    "\n",
    "    return pd.Series([total, hitting_average, walking_average], index=['bullpen_appearances', 'bullpen_average', 'bullpen_walking_average'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "choices = choices.join(choices.apply(calculate_hitting_percent, axis=1)\n",
    ".join(choices.apply(calculate_pitching_percent, axis=1))\n",
    ".join(choices.apply(calculate_pitching_against_hand_percent, axis=1))\n",
    ".join(choices.apply(calculate_batter_against_hand_percent, axis=1))\n",
    ".join(choices.apply(calculate_bullpen_percent, axis=1)))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "\n",
    "no_hit = pd.Series([0], index=['got_hit'])\n",
    "hit = pd.Series([1], index=['got_hit'])\n",
    "def calculate_got_hit(frame):\n",
    "    if int(frame['best_hit']) > 0:\n",
    "        return hit\n",
    "    else:\n",
    "        return no_hit\n",
    "\n",
    "choices = choices.join(choices.apply(calculate_got_hit, axis=1))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "choices.to_csv('choices.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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