insert fix

This commit is contained in:
rasbt 2015-01-24 15:41:36 -05:00
parent c68623a5aa
commit 598bde5c8a

View File

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