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rgbkrk/table-with-schema.ipynb

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Using the new table schema with Pandas
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table-with-schema.ipynb
{
"cells": [
{
"cell_type": "code",
"source": [
"import pandas as pd\n",
"pd.options.display.html.table_schema = True"
],
"outputs": [],
"execution_count": 1,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false
}
},
{
"cell_type": "code",
"source": [
"baseball_file = \"/Users/kylek/code/src/github.com/pandas-dev/pandas/doc/data/baseball.csv\"\n",
"df = pd.read_csv(baseball_file)"
],
"outputs": [],
"execution_count": null,
"metadata": {
"collapsed": false,
"outputHidden": false,
"inputHidden": false,
"papermill": {
"exception": null,
"start_time": null,
"end_time": null,
"duration": null,
"status": "running"
}
}
},
{
"cell_type": "code",
"source": [
"df"
],
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"\n",
" id player year stint team lg g ab r h ... rbi \\\n",
"0 88641 womacto01 2006 2 CHN NL 19 50 6 14 ... 2.0 \n",
"1 88643 schilcu01 2006 1 BOS AL 31 2 0 1 ... 0.0 \n",
"2 88645 myersmi01 2006 1 NYA AL 62 0 0 0 ... 0.0 \n",
"3 88649 helliri01 2006 1 MIL NL 20 3 0 0 ... 0.0 \n",
"4 88650 johnsra05 2006 1 NYA AL 33 6 0 1 ... 0.0 \n",
"5 88652 finlest01 2006 1 SFN NL 139 426 66 105 ... 40.0 \n",
"6 88653 gonzalu01 2006 1 ARI NL 153 586 93 159 ... 73.0 \n",
"7 88662 seleaa01 2006 1 LAN NL 28 26 2 5 ... 0.0 \n",
"8 89177 francju01 2007 2 ATL NL 15 40 1 10 ... 8.0 \n",
"9 89178 francju01 2007 1 NYN NL 40 50 7 10 ... 8.0 \n",
"10 89330 zaungr01 2007 1 TOR AL 110 331 43 80 ... 52.0 \n",
"11 89333 witasja01 2007 1 TBA AL 3 0 0 0 ... 0.0 \n",
"12 89334 williwo02 2007 1 HOU NL 33 59 3 6 ... 2.0 \n",
"13 89335 wickmbo01 2007 2 ARI NL 8 0 0 0 ... 0.0 \n",
"14 89336 wickmbo01 2007 1 ATL NL 47 0 0 0 ... 0.0 \n",
"15 89337 whitero02 2007 1 MIN AL 38 109 8 19 ... 20.0 \n",
"16 89338 whiteri01 2007 1 HOU NL 20 1 0 0 ... 0.0 \n",
"17 89339 wellsda01 2007 2 LAN NL 7 15 2 4 ... 1.0 \n",
"18 89340 wellsda01 2007 1 SDN NL 22 38 1 4 ... 0.0 \n",
"19 89341 weathda01 2007 1 CIN NL 67 0 0 0 ... 0.0 \n",
"20 89343 walketo04 2007 1 OAK AL 18 48 5 13 ... 4.0 \n",
"21 89345 wakefti01 2007 1 BOS AL 1 2 0 0 ... 0.0 \n",
"22 89347 vizquom01 2007 1 SFN NL 145 513 54 126 ... 51.0 \n",
"23 89348 villoro01 2007 1 NYA AL 6 0 0 0 ... 0.0 \n",
"24 89352 valenjo03 2007 1 NYN NL 51 166 18 40 ... 18.0 \n",
"25 89354 trachst01 2007 2 CHN NL 4 7 0 1 ... 0.0 \n",
"26 89355 trachst01 2007 1 BAL AL 3 5 0 0 ... 0.0 \n",
"27 89359 timlimi01 2007 1 BOS AL 4 0 0 0 ... 0.0 \n",
"28 89360 thomeji01 2007 1 CHA AL 130 432 79 119 ... 96.0 \n",
"29 89361 thomafr04 2007 1 TOR AL 155 531 63 147 ... 95.0 \n",
".. ... ... ... ... ... .. ... ... .. ... ... ... \n",
"70 89460 guarded01 2007 1 CIN NL 15 0 0 0 ... 0.0 \n",
"71 89462 griffke02 2007 1 CIN NL 144 528 78 146 ... 93.0 \n",
"72 89463 greensh01 2007 1 NYN NL 130 446 62 130 ... 46.0 \n",
"73 89464 graffto01 2007 1 MIL NL 86 231 34 55 ... 30.0 \n",
"74 89465 gordoto01 2007 1 PHI NL 44 0 0 0 ... 0.0 \n",
"75 89466 gonzalu01 2007 1 LAN NL 139 464 70 129 ... 68.0 \n",
"76 89467 gomezch02 2007 2 CLE AL 19 53 4 15 ... 5.0 \n",
"77 89468 gomezch02 2007 1 BAL AL 73 169 17 51 ... 16.0 \n",
"78 89469 glavito02 2007 1 NYN NL 33 56 3 12 ... 4.0 \n",
"79 89473 floydcl01 2007 1 CHN NL 108 282 40 80 ... 45.0 \n",
"80 89474 finlest01 2007 1 COL NL 43 94 9 17 ... 2.0 \n",
"81 89480 embreal01 2007 1 OAK AL 4 0 0 0 ... 0.0 \n",
"82 89481 edmonji01 2007 1 SLN NL 117 365 39 92 ... 53.0 \n",
"83 89482 easleda01 2007 1 NYN NL 76 193 24 54 ... 26.0 \n",
"84 89489 delgaca01 2007 1 NYN NL 139 538 71 139 ... 87.0 \n",
"85 89493 cormirh01 2007 1 CIN NL 6 0 0 0 ... 0.0 \n",
"86 89494 coninje01 2007 2 NYN NL 21 41 2 8 ... 5.0 \n",
"87 89495 coninje01 2007 1 CIN NL 80 215 23 57 ... 32.0 \n",
"88 89497 clemero02 2007 1 NYA AL 2 2 0 1 ... 0.0 \n",
"89 89498 claytro01 2007 2 BOS AL 8 6 1 0 ... 0.0 \n",
"90 89499 claytro01 2007 1 TOR AL 69 189 23 48 ... 12.0 \n",
"91 89501 cirilje01 2007 2 ARI NL 28 40 6 8 ... 6.0 \n",
"92 89502 cirilje01 2007 1 MIN AL 50 153 18 40 ... 21.0 \n",
"93 89521 bondsba01 2007 1 SFN NL 126 340 75 94 ... 66.0 \n",
"94 89523 biggicr01 2007 1 HOU NL 141 517 68 130 ... 50.0 \n",
"95 89525 benitar01 2007 2 FLO NL 34 0 0 0 ... 0.0 \n",
"96 89526 benitar01 2007 1 SFN NL 19 0 0 0 ... 0.0 \n",
"97 89530 ausmubr01 2007 1 HOU NL 117 349 38 82 ... 25.0 \n",
"98 89533 aloumo01 2007 1 NYN NL 87 328 51 112 ... 49.0 \n",
"99 89534 alomasa02 2007 1 NYN NL 8 22 1 3 ... 0.0 \n",
"\n",
" sb cs bb so ibb hbp sh sf gidp \n",
"0 1.0 1.0 4 4.0 0.0 0.0 3.0 0.0 0.0 \n",
"1 0.0 0.0 0 1.0 0.0 0.0 0.0 0.0 0.0 \n",
"2 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"3 0.0 0.0 0 2.0 0.0 0.0 0.0 0.0 0.0 \n",
"4 0.0 0.0 0 4.0 0.0 0.0 0.0 0.0 0.0 \n",
"5 7.0 0.0 46 55.0 2.0 2.0 3.0 4.0 6.0 \n",
"6 0.0 1.0 69 58.0 10.0 7.0 0.0 6.0 14.0 \n",
"7 0.0 0.0 1 7.0 0.0 0.0 6.0 0.0 1.0 \n",
"8 0.0 0.0 4 10.0 1.0 0.0 0.0 1.0 1.0 \n",
"9 2.0 1.0 10 13.0 0.0 0.0 0.0 1.0 1.0 \n",
"10 0.0 0.0 51 55.0 8.0 2.0 1.0 6.0 9.0 \n",
"11 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"12 0.0 0.0 0 25.0 0.0 0.0 5.0 0.0 1.0 \n",
"13 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"14 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"15 0.0 0.0 6 19.0 0.0 3.0 0.0 1.0 2.0 \n",
"16 0.0 0.0 0 1.0 0.0 0.0 0.0 0.0 0.0 \n",
"17 0.0 0.0 0 6.0 0.0 0.0 0.0 0.0 0.0 \n",
"18 0.0 0.0 0 12.0 0.0 0.0 4.0 0.0 0.0 \n",
"19 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"20 0.0 0.0 2 4.0 0.0 0.0 0.0 2.0 2.0 \n",
"21 0.0 0.0 0 2.0 0.0 0.0 0.0 0.0 0.0 \n",
"22 14.0 6.0 44 48.0 6.0 1.0 14.0 3.0 14.0 \n",
"23 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"24 2.0 1.0 15 28.0 4.0 0.0 1.0 1.0 5.0 \n",
"25 0.0 0.0 0 1.0 0.0 0.0 0.0 0.0 0.0 \n",
"26 0.0 0.0 0 3.0 0.0 0.0 0.0 0.0 0.0 \n",
"27 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"28 0.0 1.0 95 134.0 11.0 6.0 0.0 3.0 10.0 \n",
"29 0.0 0.0 81 94.0 3.0 7.0 0.0 5.0 14.0 \n",
".. ... ... ... ... ... ... ... ... ... \n",
"70 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"71 6.0 1.0 85 99.0 14.0 1.0 0.0 9.0 14.0 \n",
"72 11.0 1.0 37 62.0 4.0 5.0 1.0 1.0 14.0 \n",
"73 0.0 1.0 24 44.0 6.0 3.0 0.0 2.0 7.0 \n",
"74 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"75 6.0 2.0 56 56.0 4.0 4.0 0.0 2.0 11.0 \n",
"76 0.0 0.0 0 6.0 0.0 0.0 1.0 1.0 1.0 \n",
"77 1.0 2.0 10 20.0 1.0 0.0 5.0 1.0 5.0 \n",
"78 0.0 0.0 6 5.0 0.0 0.0 12.0 1.0 0.0 \n",
"79 0.0 0.0 35 47.0 5.0 5.0 0.0 0.0 6.0 \n",
"80 0.0 0.0 8 4.0 1.0 0.0 0.0 0.0 2.0 \n",
"81 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"82 0.0 2.0 41 75.0 2.0 0.0 2.0 3.0 9.0 \n",
"83 0.0 1.0 19 35.0 1.0 5.0 0.0 1.0 2.0 \n",
"84 4.0 0.0 52 118.0 8.0 11.0 0.0 6.0 12.0 \n",
"85 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"86 0.0 0.0 7 8.0 2.0 0.0 1.0 1.0 1.0 \n",
"87 4.0 0.0 20 28.0 0.0 0.0 1.0 6.0 4.0 \n",
"88 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"89 0.0 0.0 0 3.0 0.0 0.0 0.0 0.0 2.0 \n",
"90 2.0 1.0 14 50.0 0.0 1.0 3.0 3.0 8.0 \n",
"91 0.0 0.0 4 6.0 0.0 0.0 0.0 0.0 1.0 \n",
"92 2.0 0.0 15 13.0 0.0 1.0 3.0 2.0 9.0 \n",
"93 5.0 0.0 132 54.0 43.0 3.0 0.0 2.0 13.0 \n",
"94 4.0 3.0 23 112.0 0.0 3.0 7.0 5.0 5.0 \n",
"95 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"96 0.0 0.0 0 0.0 0.0 0.0 0.0 0.0 0.0 \n",
"97 6.0 1.0 37 74.0 3.0 6.0 4.0 1.0 11.0 \n",
"98 3.0 0.0 27 30.0 5.0 2.0 0.0 3.0 13.0 \n",
"99 0.0 0.0 0 3.0 0.0 0.0 0.0 0.0 0.0 \n",
"\n[100 rows x 23 columns]"
],
"text/html": [
"<div>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>id</th>\n",
" <th>player</th>\n",
" <th>year</th>\n",
" <th>stint</th>\n",
" <th>team</th>\n",
" <th>lg</th>\n",
" <th>g</th>\n",
" <th>ab</th>\n",
" <th>r</th>\n",
" <th>h</th>\n",
" <th>...</th>\n",
" <th>rbi</th>\n",
" <th>sb</th>\n",
" <th>cs</th>\n",
" <th>bb</th>\n",
" <th>so</th>\n",
" <th>ibb</th>\n",
" <th>hbp</th>\n",
" <th>sh</th>\n",
" <th>sf</th>\n",
" <th>gidp</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>88641</td>\n",
" <td>womacto01</td>\n",
" <td>2006</td>\n",
" <td>2</td>\n",
" <td>CHN</td>\n",
" <td>NL</td>\n",
" <td>19</td>\n",
" <td>50</td>\n",
" <td>6</td>\n",
" <td>14</td>\n",
" <td>...</td>\n",
" <td>2.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>4</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>88643</td>\n",
" <td>schilcu01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>BOS</td>\n",
" <td>AL</td>\n",
" <td>31</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>1.0</td>\n",
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" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>88645</td>\n",
" <td>myersmi01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>NYA</td>\n",
" <td>AL</td>\n",
" <td>62</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>88649</td>\n",
" <td>helliri01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>MIL</td>\n",
" <td>NL</td>\n",
" <td>20</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
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" <td>0</td>\n",
" <td>2.0</td>\n",
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" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>88650</td>\n",
" <td>johnsra05</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>NYA</td>\n",
" <td>AL</td>\n",
" <td>33</td>\n",
" <td>6</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>88652</td>\n",
" <td>finlest01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>SFN</td>\n",
" <td>NL</td>\n",
" <td>139</td>\n",
" <td>426</td>\n",
" <td>66</td>\n",
" <td>105</td>\n",
" <td>...</td>\n",
" <td>40.0</td>\n",
" <td>7.0</td>\n",
" <td>0.0</td>\n",
" <td>46</td>\n",
" <td>55.0</td>\n",
" <td>2.0</td>\n",
" <td>2.0</td>\n",
" <td>3.0</td>\n",
" <td>4.0</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>88653</td>\n",
" <td>gonzalu01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>ARI</td>\n",
" <td>NL</td>\n",
" <td>153</td>\n",
" <td>586</td>\n",
" <td>93</td>\n",
" <td>159</td>\n",
" <td>...</td>\n",
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" <td>69</td>\n",
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" <td>10.0</td>\n",
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" <td>6.0</td>\n",
" <td>14.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>88662</td>\n",
" <td>seleaa01</td>\n",
" <td>2006</td>\n",
" <td>1</td>\n",
" <td>LAN</td>\n",
" <td>NL</td>\n",
" <td>28</td>\n",
" <td>26</td>\n",
" <td>2</td>\n",
" <td>5</td>\n",
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" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>89177</td>\n",
" <td>francju01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>ATL</td>\n",
" <td>NL</td>\n",
" <td>15</td>\n",
" <td>40</td>\n",
" <td>1</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>8.0</td>\n",
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" <td>4</td>\n",
" <td>10.0</td>\n",
" <td>1.0</td>\n",
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" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>89178</td>\n",
" <td>francju01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>40</td>\n",
" <td>50</td>\n",
" <td>7</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>8.0</td>\n",
" <td>2.0</td>\n",
" <td>1.0</td>\n",
" <td>10</td>\n",
" <td>13.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
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" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>89330</td>\n",
" <td>zaungr01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>TOR</td>\n",
" <td>AL</td>\n",
" <td>110</td>\n",
" <td>331</td>\n",
" <td>43</td>\n",
" <td>80</td>\n",
" <td>...</td>\n",
" <td>52.0</td>\n",
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" <td>55.0</td>\n",
" <td>8.0</td>\n",
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" <td>1.0</td>\n",
" <td>6.0</td>\n",
" <td>9.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>89333</td>\n",
" <td>witasja01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>TBA</td>\n",
" <td>AL</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
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" <tr>\n",
" <th>12</th>\n",
" <td>89334</td>\n",
" <td>williwo02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>HOU</td>\n",
" <td>NL</td>\n",
" <td>33</td>\n",
" <td>59</td>\n",
" <td>3</td>\n",
" <td>6</td>\n",
" <td>...</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>25.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>89335</td>\n",
" <td>wickmbo01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>ARI</td>\n",
" <td>NL</td>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>89336</td>\n",
" <td>wickmbo01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>ATL</td>\n",
" <td>NL</td>\n",
" <td>47</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>89337</td>\n",
" <td>whitero02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>MIN</td>\n",
" <td>AL</td>\n",
" <td>38</td>\n",
" <td>109</td>\n",
" <td>8</td>\n",
" <td>19</td>\n",
" <td>...</td>\n",
" <td>20.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>6</td>\n",
" <td>19.0</td>\n",
" <td>0.0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>89338</td>\n",
" <td>whiteri01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>HOU</td>\n",
" <td>NL</td>\n",
" <td>20</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>89339</td>\n",
" <td>wellsda01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>LAN</td>\n",
" <td>NL</td>\n",
" <td>7</td>\n",
" <td>15</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>...</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>89340</td>\n",
" <td>wellsda01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>SDN</td>\n",
" <td>NL</td>\n",
" <td>22</td>\n",
" <td>38</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>12.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>89341</td>\n",
" <td>weathda01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CIN</td>\n",
" <td>NL</td>\n",
" <td>67</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>89343</td>\n",
" <td>walketo04</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>OAK</td>\n",
" <td>AL</td>\n",
" <td>18</td>\n",
" <td>48</td>\n",
" <td>5</td>\n",
" <td>13</td>\n",
" <td>...</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>2</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>89345</td>\n",
" <td>wakefti01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>BOS</td>\n",
" <td>AL</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>89347</td>\n",
" <td>vizquom01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>SFN</td>\n",
" <td>NL</td>\n",
" <td>145</td>\n",
" <td>513</td>\n",
" <td>54</td>\n",
" <td>126</td>\n",
" <td>...</td>\n",
" <td>51.0</td>\n",
" <td>14.0</td>\n",
" <td>6.0</td>\n",
" <td>44</td>\n",
" <td>48.0</td>\n",
" <td>6.0</td>\n",
" <td>1.0</td>\n",
" <td>14.0</td>\n",
" <td>3.0</td>\n",
" <td>14.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>89348</td>\n",
" <td>villoro01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYA</td>\n",
" <td>AL</td>\n",
" <td>6</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>89352</td>\n",
" <td>valenjo03</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>51</td>\n",
" <td>166</td>\n",
" <td>18</td>\n",
" <td>40</td>\n",
" <td>...</td>\n",
" <td>18.0</td>\n",
" <td>2.0</td>\n",
" <td>1.0</td>\n",
" <td>15</td>\n",
" <td>28.0</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>89354</td>\n",
" <td>trachst01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>CHN</td>\n",
" <td>NL</td>\n",
" <td>4</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>89355</td>\n",
" <td>trachst01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>BAL</td>\n",
" <td>AL</td>\n",
" <td>3</td>\n",
" <td>5</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>89359</td>\n",
" <td>timlimi01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>BOS</td>\n",
" <td>AL</td>\n",
" <td>4</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>89360</td>\n",
" <td>thomeji01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CHA</td>\n",
" <td>AL</td>\n",
" <td>130</td>\n",
" <td>432</td>\n",
" <td>79</td>\n",
" <td>119</td>\n",
" <td>...</td>\n",
" <td>96.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>95</td>\n",
" <td>134.0</td>\n",
" <td>11.0</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
" <td>3.0</td>\n",
" <td>10.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>89361</td>\n",
" <td>thomafr04</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>TOR</td>\n",
" <td>AL</td>\n",
" <td>155</td>\n",
" <td>531</td>\n",
" <td>63</td>\n",
" <td>147</td>\n",
" <td>...</td>\n",
" <td>95.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>81</td>\n",
" <td>94.0</td>\n",
" <td>3.0</td>\n",
" <td>7.0</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>14.0</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",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>89460</td>\n",
" <td>guarded01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CIN</td>\n",
" <td>NL</td>\n",
" <td>15</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>89462</td>\n",
" <td>griffke02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CIN</td>\n",
" <td>NL</td>\n",
" <td>144</td>\n",
" <td>528</td>\n",
" <td>78</td>\n",
" <td>146</td>\n",
" <td>...</td>\n",
" <td>93.0</td>\n",
" <td>6.0</td>\n",
" <td>1.0</td>\n",
" <td>85</td>\n",
" <td>99.0</td>\n",
" <td>14.0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>9.0</td>\n",
" <td>14.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>89463</td>\n",
" <td>greensh01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>130</td>\n",
" <td>446</td>\n",
" <td>62</td>\n",
" <td>130</td>\n",
" <td>...</td>\n",
" <td>46.0</td>\n",
" <td>11.0</td>\n",
" <td>1.0</td>\n",
" <td>37</td>\n",
" <td>62.0</td>\n",
" <td>4.0</td>\n",
" <td>5.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>14.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>89464</td>\n",
" <td>graffto01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>MIL</td>\n",
" <td>NL</td>\n",
" <td>86</td>\n",
" <td>231</td>\n",
" <td>34</td>\n",
" <td>55</td>\n",
" <td>...</td>\n",
" <td>30.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>24</td>\n",
" <td>44.0</td>\n",
" <td>6.0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>7.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>89465</td>\n",
" <td>gordoto01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>PHI</td>\n",
" <td>NL</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>89466</td>\n",
" <td>gonzalu01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>LAN</td>\n",
" <td>NL</td>\n",
" <td>139</td>\n",
" <td>464</td>\n",
" <td>70</td>\n",
" <td>129</td>\n",
" <td>...</td>\n",
" <td>68.0</td>\n",
" <td>6.0</td>\n",
" <td>2.0</td>\n",
" <td>56</td>\n",
" <td>56.0</td>\n",
" <td>4.0</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>11.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>89467</td>\n",
" <td>gomezch02</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>CLE</td>\n",
" <td>AL</td>\n",
" <td>19</td>\n",
" <td>53</td>\n",
" <td>4</td>\n",
" <td>15</td>\n",
" <td>...</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>89468</td>\n",
" <td>gomezch02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>BAL</td>\n",
" <td>AL</td>\n",
" <td>73</td>\n",
" <td>169</td>\n",
" <td>17</td>\n",
" <td>51</td>\n",
" <td>...</td>\n",
" <td>16.0</td>\n",
" <td>1.0</td>\n",
" <td>2.0</td>\n",
" <td>10</td>\n",
" <td>20.0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>1.0</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>89469</td>\n",
" <td>glavito02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>33</td>\n",
" <td>56</td>\n",
" <td>3</td>\n",
" <td>12</td>\n",
" <td>...</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>6</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>12.0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>89473</td>\n",
" <td>floydcl01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CHN</td>\n",
" <td>NL</td>\n",
" <td>108</td>\n",
" <td>282</td>\n",
" <td>40</td>\n",
" <td>80</td>\n",
" <td>...</td>\n",
" <td>45.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>35</td>\n",
" <td>47.0</td>\n",
" <td>5.0</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>89474</td>\n",
" <td>finlest01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>COL</td>\n",
" <td>NL</td>\n",
" <td>43</td>\n",
" <td>94</td>\n",
" <td>9</td>\n",
" <td>17</td>\n",
" <td>...</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>8</td>\n",
" <td>4.0</td>\n",
" <td>1.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>89480</td>\n",
" <td>embreal01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>OAK</td>\n",
" <td>AL</td>\n",
" <td>4</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>89481</td>\n",
" <td>edmonji01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>SLN</td>\n",
" <td>NL</td>\n",
" <td>117</td>\n",
" <td>365</td>\n",
" <td>39</td>\n",
" <td>92</td>\n",
" <td>...</td>\n",
" <td>53.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>41</td>\n",
" <td>75.0</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>3.0</td>\n",
" <td>9.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>89482</td>\n",
" <td>easleda01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>76</td>\n",
" <td>193</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>...</td>\n",
" <td>26.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>19</td>\n",
" <td>35.0</td>\n",
" <td>1.0</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>89489</td>\n",
" <td>delgaca01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>139</td>\n",
" <td>538</td>\n",
" <td>71</td>\n",
" <td>139</td>\n",
" <td>...</td>\n",
" <td>87.0</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>118.0</td>\n",
" <td>8.0</td>\n",
" <td>11.0</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" <td>12.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>89493</td>\n",
" <td>cormirh01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CIN</td>\n",
" <td>NL</td>\n",
" <td>6</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>89494</td>\n",
" <td>coninje01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>21</td>\n",
" <td>41</td>\n",
" <td>2</td>\n",
" <td>8</td>\n",
" <td>...</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>7</td>\n",
" <td>8.0</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>89495</td>\n",
" <td>coninje01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>CIN</td>\n",
" <td>NL</td>\n",
" <td>80</td>\n",
" <td>215</td>\n",
" <td>23</td>\n",
" <td>57</td>\n",
" <td>...</td>\n",
" <td>32.0</td>\n",
" <td>4.0</td>\n",
" <td>0.0</td>\n",
" <td>20</td>\n",
" <td>28.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>6.0</td>\n",
" <td>4.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>89497</td>\n",
" <td>clemero02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYA</td>\n",
" <td>AL</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>89498</td>\n",
" <td>claytro01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>BOS</td>\n",
" <td>AL</td>\n",
" <td>8</td>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>89499</td>\n",
" <td>claytro01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>TOR</td>\n",
" <td>AL</td>\n",
" <td>69</td>\n",
" <td>189</td>\n",
" <td>23</td>\n",
" <td>48</td>\n",
" <td>...</td>\n",
" <td>12.0</td>\n",
" <td>2.0</td>\n",
" <td>1.0</td>\n",
" <td>14</td>\n",
" <td>50.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>3.0</td>\n",
" <td>3.0</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>89501</td>\n",
" <td>cirilje01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>ARI</td>\n",
" <td>NL</td>\n",
" <td>28</td>\n",
" <td>40</td>\n",
" <td>6</td>\n",
" <td>8</td>\n",
" <td>...</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>4</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>89502</td>\n",
" <td>cirilje01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>MIN</td>\n",
" <td>AL</td>\n",
" <td>50</td>\n",
" <td>153</td>\n",
" <td>18</td>\n",
" <td>40</td>\n",
" <td>...</td>\n",
" <td>21.0</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>15</td>\n",
" <td>13.0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>3.0</td>\n",
" <td>2.0</td>\n",
" <td>9.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>89521</td>\n",
" <td>bondsba01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>SFN</td>\n",
" <td>NL</td>\n",
" <td>126</td>\n",
" <td>340</td>\n",
" <td>75</td>\n",
" <td>94</td>\n",
" <td>...</td>\n",
" <td>66.0</td>\n",
" <td>5.0</td>\n",
" <td>0.0</td>\n",
" <td>132</td>\n",
" <td>54.0</td>\n",
" <td>43.0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>2.0</td>\n",
" <td>13.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>89523</td>\n",
" <td>biggicr01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>HOU</td>\n",
" <td>NL</td>\n",
" <td>141</td>\n",
" <td>517</td>\n",
" <td>68</td>\n",
" <td>130</td>\n",
" <td>...</td>\n",
" <td>50.0</td>\n",
" <td>4.0</td>\n",
" <td>3.0</td>\n",
" <td>23</td>\n",
" <td>112.0</td>\n",
" <td>0.0</td>\n",
" <td>3.0</td>\n",
" <td>7.0</td>\n",
" <td>5.0</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>89525</td>\n",
" <td>benitar01</td>\n",
" <td>2007</td>\n",
" <td>2</td>\n",
" <td>FLO</td>\n",
" <td>NL</td>\n",
" <td>34</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>89526</td>\n",
" <td>benitar01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>SFN</td>\n",
" <td>NL</td>\n",
" <td>19</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>89530</td>\n",
" <td>ausmubr01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>HOU</td>\n",
" <td>NL</td>\n",
" <td>117</td>\n",
" <td>349</td>\n",
" <td>38</td>\n",
" <td>82</td>\n",
" <td>...</td>\n",
" <td>25.0</td>\n",
" <td>6.0</td>\n",
" <td>1.0</td>\n",
" <td>37</td>\n",
" <td>74.0</td>\n",
" <td>3.0</td>\n",
" <td>6.0</td>\n",
" <td>4.0</td>\n",
" <td>1.0</td>\n",
" <td>11.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>89533</td>\n",
" <td>aloumo01</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>87</td>\n",
" <td>328</td>\n",
" <td>51</td>\n",
" <td>112</td>\n",
" <td>...</td>\n",
" <td>49.0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>27</td>\n",
" <td>30.0</td>\n",
" <td>5.0</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>3.0</td>\n",
" <td>13.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>89534</td>\n",
" <td>alomasa02</td>\n",
" <td>2007</td>\n",
" <td>1</td>\n",
" <td>NYN</td>\n",
" <td>NL</td>\n",
" <td>8</td>\n",
" <td>22</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>3.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>100 rows × 23 columns</p>\n",
"</div>"
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