mathdatech/python_reference
1
0
Fork 0
mirror of https://github.com/rasbt/python_reference.git synced 2024-11-23 20:11:13 +00:00
Code Issues Packages Projects Releases Wiki Activity

insert fix

Browse Source
This commit is contained in:
rasbt 2015-01-24 15:41:36 -05:00
parent c68623a5aa
commit 598bde5c8a
1 changed files with 132 additions and 128 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

254
tutorials/things_in_pandas.ipynb
View File

@ -1,7 +1,7 @@
{
"metadata": {
"name": "",
"signature": "sha256:d1e515a46e85e308d5673229e5a6f87c3db1d616a30cee44a09e0af3e088e19c"
"signature": "sha256:3075a6608bb9a788ad29d1daaeb2421c2db561abd63a3ce811c1fe8e6e482d9f"
},
"nbformat": 3,
"nbformat_minor": 0,
@ -710,7 +710,7 @@
"df['team'] = pd.Series('', index=df.index)\n",
"\n",
"# or\n",
"# df.insert(loc=9, column='team', value='') \n",
"df.insert(loc=8, column='position', value='') \n",
"\n",
"df.tail(3)"
],
@ -732,6 +732,7 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
@ -747,6 +748,7 @@
" <td> 10.47</td>\n",
" <td> 209.49</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -759,6 +761,7 @@
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
@ -771,6 +774,7 @@
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -785,7 +789,7 @@
"8 Saido Berahino\\n Forward \u2014 West Brom 13.8 21 9 0 \n",
"9 Steven Gerrard\\n Midfield \u2014 Liverpool 13.8 20 5 1 \n",
"\n",
" shots_on_target points_per_game points team \n",
" shots_on_target points_per_game points position team \n",
"7 10 10.47 209.49 \n",
"8 20 7.02 147.43 \n",
"9 11 7.50 150.01 "
@ -830,8 +834,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -845,8 +849,8 @@
" <td> 10</td>\n",
" <td> 10.47</td>\n",
" <td> 209.49</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -858,8 +862,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
@ -871,8 +875,8 @@
" <td> 11</td>\n",
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> Liverpool</td>\n",
" <td> Midfield</td>\n",
" <td> Liverpool</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -887,10 +891,10 @@
"8 Saido Berahino 13.8 21 9 0 20 \n",
"9 Steven Gerrard 13.8 20 5 1 11 \n",
"\n",
" points_per_game points team position \n",
"7 10.47 209.49 Chelsea Midfield \n",
"8 7.02 147.43 West Brom Forward \n",
"9 7.50 150.01 Liverpool Midfield "
" points_per_game points position team \n",
"7 10.47 209.49 Midfield Chelsea \n",
"8 7.02 147.43 Forward West Brom \n",
"9 7.50 150.01 Midfield Liverpool "
]
}
],
@ -961,8 +965,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -976,8 +980,8 @@
" <td> 13</td>\n",
" <td> 10.17</td>\n",
" <td> 132.23</td>\n",
" <td> Manchester United</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester United</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
@ -989,8 +993,8 @@
" <td> 20</td>\n",
" <td> 9.97</td>\n",
" <td> NaN</td>\n",
" <td> Arsenal</td>\n",
" <td> Midfield</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1004,9 +1008,9 @@
"4 \u00c1ngel Di Mar\u00eda 15.0 13 3 NaN 13 \n",
"5 Santiago Cazorla 14.8 20 4 NaN 20 \n",
"\n",
" points_per_game points team position \n",
"4 10.17 132.23 Manchester United Midfield \n",
"5 9.97 NaN Arsenal Midfield "
" points_per_game points position team \n",
"4 10.17 132.23 Midfield Manchester United \n",
"5 9.97 NaN Midfield Arsenal "
]
}
],
@ -1052,8 +1056,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1067,8 +1071,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1080,8 +1084,8 @@
" <td> 17</td>\n",
" <td> 13.05</td>\n",
" <td> 274.04</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1093,8 +1097,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1106,8 +1110,8 @@
" <td> 19</td>\n",
" <td> 10.99</td>\n",
" <td> 197.91</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
@ -1119,8 +1123,8 @@
" <td> 11</td>\n",
" <td> 10.35</td>\n",
" <td> 155.26</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
@ -1132,8 +1136,8 @@
" <td> 10</td>\n",
" <td> 10.47</td>\n",
" <td> 209.49</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -1145,8 +1149,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
@ -1158,8 +1162,8 @@
" <td> 11</td>\n",
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> Liverpool</td>\n",
" <td> Midfield</td>\n",
" <td> Liverpool</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1179,15 +1183,15 @@
"8 Saido Berahino 13.8 21 9 0 20 \n",
"9 Steven Gerrard 13.8 20 5 1 11 \n",
"\n",
" points_per_game points team position \n",
"0 13.12 209.98 Manchester City Forward \n",
"1 13.05 274.04 Chelsea Midfield \n",
"2 11.19 223.86 Arsenal Forward \n",
"3 10.99 197.91 Manchester City Midfield \n",
"6 10.35 155.26 Manchester City Midfield \n",
"7 10.47 209.49 Chelsea Midfield \n",
"8 7.02 147.43 West Brom Forward \n",
"9 7.50 150.01 Liverpool Midfield "
" points_per_game points position team \n",
"0 13.12 209.98 Forward Manchester City \n",
"1 13.05 274.04 Midfield Chelsea \n",
"2 11.19 223.86 Forward Arsenal \n",
"3 10.99 197.91 Midfield Manchester City \n",
"6 10.35 155.26 Midfield Manchester City \n",
"7 10.47 209.49 Midfield Chelsea \n",
"8 7.02 147.43 Forward West Brom \n",
"9 7.50 150.01 Midfield Liverpool "
]
}
],
@ -1236,8 +1240,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1251,8 +1255,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1264,8 +1268,8 @@
" <td> 17</td>\n",
" <td> 13.05</td>\n",
" <td> 274.04</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1277,8 +1281,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1290,8 +1294,8 @@
" <td> 19</td>\n",
" <td> 10.99</td>\n",
" <td> 197.91</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
@ -1303,8 +1307,8 @@
" <td> 13</td>\n",
" <td> 10.17</td>\n",
" <td> 132.23</td>\n",
" <td> Manchester United</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester United</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
@ -1316,8 +1320,8 @@
" <td> 20</td>\n",
" <td> 9.97</td>\n",
" <td> 0.00</td>\n",
" <td> Arsenal</td>\n",
" <td> Midfield</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
@ -1329,8 +1333,8 @@
" <td> 11</td>\n",
" <td> 10.35</td>\n",
" <td> 155.26</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
@ -1342,8 +1346,8 @@
" <td> 10</td>\n",
" <td> 10.47</td>\n",
" <td> 209.49</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -1355,8 +1359,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
@ -1368,8 +1372,8 @@
" <td> 11</td>\n",
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> Liverpool</td>\n",
" <td> Midfield</td>\n",
" <td> Liverpool</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1391,17 +1395,17 @@
"8 Saido Berahino 13.8 21 9 0 20 \n",
"9 Steven Gerrard 13.8 20 5 1 11 \n",
"\n",
" points_per_game points team position \n",
"0 13.12 209.98 Manchester City Forward \n",
"1 13.05 274.04 Chelsea Midfield \n",
"2 11.19 223.86 Arsenal Forward \n",
"3 10.99 197.91 Manchester City Midfield \n",
"4 10.17 132.23 Manchester United Midfield \n",
"5 9.97 0.00 Arsenal Midfield \n",
"6 10.35 155.26 Manchester City Midfield \n",
"7 10.47 209.49 Chelsea Midfield \n",
"8 7.02 147.43 West Brom Forward \n",
"9 7.50 150.01 Liverpool Midfield "
" points_per_game points position team \n",
"0 13.12 209.98 Forward Manchester City \n",
"1 13.05 274.04 Midfield Chelsea \n",
"2 11.19 223.86 Forward Arsenal \n",
"3 10.99 197.91 Midfield Manchester City \n",
"4 10.17 132.23 Midfield Manchester United \n",
"5 9.97 0.00 Midfield Arsenal \n",
"6 10.35 155.26 Midfield Manchester City \n",
"7 10.47 209.49 Midfield Chelsea \n",
"8 7.02 147.43 Forward West Brom \n",
"9 7.50 150.01 Midfield Liverpool "
]
}
],
@ -1463,8 +1467,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1478,8 +1482,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9 </th>\n",
@ -1491,8 +1495,8 @@
" <td> 11</td>\n",
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> Liverpool</td>\n",
" <td> Midfield</td>\n",
" <td> Liverpool</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
@ -1520,9 +1524,9 @@
"9 Steven Gerrard 13.8 20 5 1 11 \n",
"10 NaN NaN NaN NaN NaN NaN \n",
"\n",
" points_per_game points team position \n",
"8 7.02 147.43 West Brom Forward \n",
"9 7.50 150.01 Liverpool Midfield \n",
" points_per_game points position team \n",
"8 7.02 147.43 Forward West Brom \n",
"9 7.50 150.01 Midfield Liverpool \n",
"10 NaN NaN NaN NaN "
]
}
@ -1557,8 +1561,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1572,8 +1576,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9 </th>\n",
@ -1585,8 +1589,8 @@
" <td> 11</td>\n",
" <td> 7.50</td>\n",
" <td> 150.01</td>\n",
" <td> Liverpool</td>\n",
" <td> Midfield</td>\n",
" <td> Liverpool</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
@ -1614,9 +1618,9 @@
"9 Steven Gerrard 13.8 20 5 1 11 \n",
"10 New Player 12.3 NaN NaN NaN NaN \n",
"\n",
" points_per_game points team position \n",
"8 7.02 147.43 West Brom Forward \n",
"9 7.50 150.01 Liverpool Midfield \n",
" points_per_game points position team \n",
"8 7.02 147.43 Forward West Brom \n",
"9 7.50 150.01 Midfield Liverpool \n",
"10 NaN NaN NaN NaN "
]
}
@ -1673,8 +1677,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1688,8 +1692,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1701,8 +1705,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
@ -1714,8 +1718,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -1727,8 +1731,8 @@
" <td> 17</td>\n",
" <td> 13.05</td>\n",
" <td> 274.04</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1740,8 +1744,8 @@
" <td> 19</td>\n",
" <td> 10.99</td>\n",
" <td> 197.91</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1758,12 +1762,12 @@
"1 Eden Hazard 18.9 21 8 4 17 \n",
"3 Yaya Tour\u00e9 16.6 18 7 1 19 \n",
"\n",
" points_per_game points team position \n",
"0 13.12 209.98 Manchester City Forward \n",
"2 11.19 223.86 Arsenal Forward \n",
"8 7.02 147.43 West Brom Forward \n",
"1 13.05 274.04 Chelsea Midfield \n",
"3 10.99 197.91 Manchester City Midfield "
" points_per_game points position team \n",
"0 13.12 209.98 Forward Manchester City \n",
"2 11.19 223.86 Forward Arsenal \n",
"8 7.02 147.43 Forward West Brom \n",
"1 13.05 274.04 Midfield Chelsea \n",
"3 10.99 197.91 Midfield Manchester City "
]
}
],
@ -1796,8 +1800,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1811,8 +1815,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1824,8 +1828,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1837,8 +1841,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
@ -1850,8 +1854,8 @@
" <td> 17</td>\n",
" <td> 13.05</td>\n",
" <td> 274.04</td>\n",
" <td> Chelsea</td>\n",
" <td> Midfield</td>\n",
" <td> Chelsea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
@ -1863,8 +1867,8 @@
" <td> 19</td>\n",
" <td> 10.99</td>\n",
" <td> 197.91</td>\n",
" <td> Manchester City</td>\n",
" <td> Midfield</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -1881,12 +1885,12 @@
"4 Eden Hazard 18.9 21 8 4 17 \n",
"5 Yaya Tour\u00e9 16.6 18 7 1 19 \n",
"\n",
" points_per_game points team position \n",
"1 13.12 209.98 Manchester City Forward \n",
"2 11.19 223.86 Arsenal Forward \n",
"3 7.02 147.43 West Brom Forward \n",
"4 13.05 274.04 Chelsea Midfield \n",
"5 10.99 197.91 Manchester City Midfield "
" points_per_game points position team \n",
"1 13.12 209.98 Forward Manchester City \n",
"2 11.19 223.86 Forward Arsenal \n",
"3 7.02 147.43 Forward West Brom \n",
"4 13.05 274.04 Midfield Chelsea \n",
"5 10.99 197.91 Midfield Manchester City "
]
}
],
@ -1943,8 +1947,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -1958,8 +1962,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -1971,8 +1975,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
@ -1984,8 +1988,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -2000,10 +2004,10 @@
"2 Alexis S\u00e1nchez 15 0 12 7 29 \n",
"3 Saido Berahino 13.8 21 9 0 20 \n",
"\n",
" points_per_game points team position \n",
"1 13.12 209.98 Manchester City Forward \n",
"2 11.19 223.86 Arsenal Forward \n",
"3 7.02 147.43 West Brom Forward "
" points_per_game points position team \n",
"1 13.12 209.98 Forward Manchester City \n",
"2 11.19 223.86 Forward Arsenal \n",
"3 7.02 147.43 Forward West Brom "
]
}
],
@ -2045,8 +2049,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" <tr>\n",
" <th>player</th>\n",
@ -2071,8 +2075,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Alexis S\u00e1nchez</th>\n",
@ -2083,8 +2087,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Saido Berahino</th>\n",
@ -2095,8 +2099,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -2112,11 +2116,11 @@
"Alexis S\u00e1nchez 17.6 0 12 7 29 \n",
"Saido Berahino 13.8 21 9 0 20 \n",
"\n",
" points_per_game points team position \n",
" points_per_game points position team \n",
"player \n",
"Sergio Ag\u00fcero 13.12 209.98 Manchester City Forward \n",
"Alexis S\u00e1nchez 11.19 223.86 Arsenal Forward \n",
"Saido Berahino 7.02 147.43 West Brom Forward "
"Sergio Ag\u00fcero 13.12 209.98 Forward Manchester City \n",
"Alexis S\u00e1nchez 11.19 223.86 Forward Arsenal \n",
"Saido Berahino 7.02 147.43 Forward West Brom "
]
}
],
@ -2155,8 +2159,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" <tr>\n",
" <th>player</th>\n",
@ -2181,8 +2185,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Alexis S\u00e1nchez</th>\n",
@ -2193,8 +2197,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Saido Berahino</th>\n",
@ -2205,8 +2209,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -2222,11 +2226,11 @@
"Alexis S\u00e1nchez 15 0 12 7 29 \n",
"Saido Berahino 13.8 21 9 0 20 \n",
"\n",
" points_per_game points team position \n",
" points_per_game points position team \n",
"player \n",
"Sergio Ag\u00fcero 13.12 209.98 Manchester City Forward \n",
"Alexis S\u00e1nchez 11.19 223.86 Arsenal Forward \n",
"Saido Berahino 7.02 147.43 West Brom Forward "
"Sergio Ag\u00fcero 13.12 209.98 Forward Manchester City \n",
"Alexis S\u00e1nchez 11.19 223.86 Forward Arsenal \n",
"Saido Berahino 7.02 147.43 Forward West Brom "
]
}
],
@ -2266,8 +2270,8 @@
" <th>shots_on_target</th>\n",
" <th>points_per_game</th>\n",
" <th>points</th>\n",
" <th>team</th>\n",
" <th>position</th>\n",
" <th>team</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
@ -2281,8 +2285,8 @@
" <td> 34</td>\n",
" <td> 13.12</td>\n",
" <td> 209.98</td>\n",
" <td> Manchester City</td>\n",
" <td> Forward</td>\n",
" <td> Manchester City</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
@ -2294,8 +2298,8 @@
" <td> 29</td>\n",
" <td> 11.19</td>\n",
" <td> 223.86</td>\n",
" <td> Arsenal</td>\n",
" <td> Forward</td>\n",
" <td> Arsenal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
@ -2307,8 +2311,8 @@
" <td> 20</td>\n",
" <td> 7.02</td>\n",
" <td> 147.43</td>\n",
" <td> West Brom</td>\n",
" <td> Forward</td>\n",
" <td> West Brom</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
@ -2323,10 +2327,10 @@
"1 Alexis S\u00e1nchez 15 0 12 7 29 \n",
"2 Saido Berahino 13.8 21 9 0 20 \n",
"\n",
" points_per_game points team position \n",
"0 13.12 209.98 Manchester City Forward \n",
"1 11.19 223.86 Arsenal Forward \n",
"2 7.02 147.43 West Brom Forward "
" points_per_game points position team \n",
"0 13.12 209.98 Forward Manchester City \n",
"1 11.19 223.86 Forward Arsenal \n",
"2 7.02 147.43 Forward West Brom "
]
}
],