<div>
<style scoped>
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        vertical-align: middle;
    }

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    }

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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>player_name</th>
      <th>team_abbreviation</th>
      <th>age</th>
      <th>player_height</th>
      <th>player_weight</th>
      <th>college</th>
      <th>country</th>
      <th>draft_year</th>
      <th>draft_round</th>
      <th>draft_number</th>
      <th>...</th>
      <th>pts</th>
      <th>reb</th>
      <th>ast</th>
      <th>net_rating</th>
      <th>oreb_pct</th>
      <th>dreb_pct</th>
      <th>usg_pct</th>
      <th>ts_pct</th>
      <th>ast_pct</th>
      <th>season</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>Randy Livingston</td>
      <td>HOU</td>
      <td>22.0</td>
      <td>193.04</td>
      <td>94.800728</td>
      <td>Louisiana State</td>
      <td>USA</td>
      <td>1996</td>
      <td>2</td>
      <td>42</td>
      <td>...</td>
      <td>3.9</td>
      <td>1.5</td>
      <td>2.4</td>
      <td>0.3</td>
      <td>0.042</td>
      <td>0.071</td>
      <td>0.169</td>
      <td>0.487</td>
      <td>0.248</td>
      <td>1996-97</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Gaylon Nickerson</td>
      <td>WAS</td>
      <td>28.0</td>
      <td>190.50</td>
      <td>86.182480</td>
      <td>Northwestern Oklahoma</td>
      <td>USA</td>
      <td>1994</td>
      <td>2</td>
      <td>34</td>
      <td>...</td>
      <td>3.8</td>
      <td>1.3</td>
      <td>0.3</td>
      <td>8.9</td>
      <td>0.030</td>
      <td>0.111</td>
      <td>0.174</td>
      <td>0.497</td>
      <td>0.043</td>
      <td>1996-97</td>
    </tr>
    <tr>
      <th>2</th>
      <td>George Lynch</td>
      <td>VAN</td>
      <td>26.0</td>
      <td>203.20</td>
      <td>103.418976</td>
      <td>North Carolina</td>
      <td>USA</td>
      <td>1993</td>
      <td>1</td>
      <td>12</td>
      <td>...</td>
      <td>8.3</td>
      <td>6.4</td>
      <td>1.9</td>
      <td>-8.2</td>
      <td>0.106</td>
      <td>0.185</td>
      <td>0.175</td>
      <td>0.512</td>
      <td>0.125</td>
      <td>1996-97</td>
    </tr>
    <tr>
      <th>3</th>
      <td>George McCloud</td>
      <td>LAL</td>
      <td>30.0</td>
      <td>203.20</td>
      <td>102.058200</td>
      <td>Florida State</td>
      <td>USA</td>
      <td>1989</td>
      <td>1</td>
      <td>7</td>
      <td>...</td>
      <td>10.2</td>
      <td>2.8</td>
      <td>1.7</td>
      <td>-2.7</td>
      <td>0.027</td>
      <td>0.111</td>
      <td>0.206</td>
      <td>0.527</td>
      <td>0.125</td>
      <td>1996-97</td>
    </tr>
    <tr>
      <th>4</th>
      <td>George Zidek</td>
      <td>DEN</td>
      <td>23.0</td>
      <td>213.36</td>
      <td>119.748288</td>
      <td>UCLA</td>
      <td>USA</td>
      <td>1995</td>
      <td>1</td>
      <td>22</td>
      <td>...</td>
      <td>2.8</td>
      <td>1.7</td>
      <td>0.3</td>
      <td>-14.1</td>
      <td>0.102</td>
      <td>0.169</td>
      <td>0.195</td>
      <td>0.500</td>
      <td>0.064</td>
      <td>1996-97</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 21 columns</p>
</div>

        player_name team_abbreviation   age  player_height  player_weight  \
0  Randy Livingston               HOU  22.0         193.04      94.800728   
1  Gaylon Nickerson               WAS  28.0         190.50      86.182480   
2      George Lynch               VAN  26.0         203.20     103.418976   
3    George McCloud               LAL  30.0         203.20     102.058200   
4      George Zidek               DEN  23.0         213.36     119.748288   

                 college country draft_year draft_round draft_number  ...  \
0        Louisiana State     USA       1996           2           42  ...   
1  Northwestern Oklahoma     USA       1994           2           34  ...   
2         North Carolina     USA       1993           1           12  ...   
3          Florida State     USA       1989           1            7  ...   
4                   UCLA     USA       1995           1           22  ...   

    pts  reb  ast  net_rating  oreb_pct  dreb_pct  usg_pct  ts_pct  ast_pct  \
0   3.9  1.5  2.4         0.3     0.042     0.071    0.169   0.487    0.248   
1   3.8  1.3  0.3         8.9     0.030     0.111    0.174   0.497    0.043   
2   8.3  6.4  1.9        -8.2     0.106     0.185    0.175   0.512    0.125   
3  10.2  2.8  1.7        -2.7     0.027     0.111    0.206   0.527    0.125   
4   2.8  1.7  0.3       -14.1     0.102     0.169    0.195   0.500    0.064   

    season  
0  1996-97  
1  1996-97  
2  1996-97  
3  1996-97  
4  1996-97  

[5 rows x 21 columns]

<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>player_name</th>
      <th>team_abbreviation</th>
      <th>age</th>
      <th>player_height</th>
      <th>player_weight</th>
      <th>college</th>
      <th>country</th>
      <th>draft_year</th>
      <th>draft_round</th>
      <th>draft_number</th>
      <th>...</th>
      <th>pts</th>
      <th>reb</th>
      <th>ast</th>
      <th>net_rating</th>
      <th>oreb_pct</th>
      <th>dreb_pct</th>
      <th>usg_pct</th>
      <th>ts_pct</th>
      <th>ast_pct</th>
      <th>season</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>9487</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>23.0</td>
      <td>213.36</td>
      <td>113.39800</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>20.2</td>
      <td>7.8</td>
      <td>2.1</td>
      <td>3.2</td>
      <td>0.092</td>
      <td>0.247</td>
      <td>0.363</td>
      <td>0.584</td>
      <td>0.174</td>
      <td>2016-17</td>
    </tr>
    <tr>
      <th>10030</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>24.0</td>
      <td>213.36</td>
      <td>113.39800</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>22.9</td>
      <td>11.0</td>
      <td>3.2</td>
      <td>11.7</td>
      <td>0.078</td>
      <td>0.255</td>
      <td>0.330</td>
      <td>0.573</td>
      <td>0.182</td>
      <td>2017-18</td>
    </tr>
    <tr>
      <th>10193</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>25.0</td>
      <td>213.36</td>
      <td>113.39800</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>27.5</td>
      <td>13.6</td>
      <td>3.7</td>
      <td>7.6</td>
      <td>0.075</td>
      <td>0.292</td>
      <td>0.327</td>
      <td>0.593</td>
      <td>0.185</td>
      <td>2018-19</td>
    </tr>
    <tr>
      <th>10767</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>26.0</td>
      <td>213.36</td>
      <td>127.00576</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>23.0</td>
      <td>11.6</td>
      <td>3.0</td>
      <td>5.2</td>
      <td>0.091</td>
      <td>0.279</td>
      <td>0.315</td>
      <td>0.590</td>
      <td>0.178</td>
      <td>2019-20</td>
    </tr>
    <tr>
      <th>11249</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>27.0</td>
      <td>213.36</td>
      <td>127.00576</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>28.5</td>
      <td>10.6</td>
      <td>2.8</td>
      <td>12.0</td>
      <td>0.078</td>
      <td>0.254</td>
      <td>0.352</td>
      <td>0.636</td>
      <td>0.156</td>
      <td>2020-21</td>
    </tr>
    <tr>
      <th>12203</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>28.0</td>
      <td>213.36</td>
      <td>127.00576</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>30.6</td>
      <td>11.7</td>
      <td>4.2</td>
      <td>7.9</td>
      <td>0.068</td>
      <td>0.273</td>
      <td>0.375</td>
      <td>0.616</td>
      <td>0.236</td>
      <td>2021-22</td>
    </tr>
    <tr>
      <th>12839</th>
      <td>Joel Embiid</td>
      <td>PHI</td>
      <td>29.0</td>
      <td>213.36</td>
      <td>127.00576</td>
      <td>Kansas</td>
      <td>Cameroon</td>
      <td>2014</td>
      <td>1</td>
      <td>3</td>
      <td>...</td>
      <td>33.1</td>
      <td>10.2</td>
      <td>4.2</td>
      <td>8.8</td>
      <td>0.057</td>
      <td>0.243</td>
      <td>0.370</td>
      <td>0.655</td>
      <td>0.233</td>
      <td>2022-23</td>
    </tr>
  </tbody>
</table>
<p>7 rows × 21 columns</p>
</div>

       player_name team_abbreviation   age  player_height  player_weight  \
9487   Joel Embiid               PHI  23.0         213.36      113.39800   
10030  Joel Embiid               PHI  24.0         213.36      113.39800   
10193  Joel Embiid               PHI  25.0         213.36      113.39800   
10767  Joel Embiid               PHI  26.0         213.36      127.00576   
11249  Joel Embiid               PHI  27.0         213.36      127.00576   
12203  Joel Embiid               PHI  28.0         213.36      127.00576   
12839  Joel Embiid               PHI  29.0         213.36      127.00576   

      college   country draft_year draft_round draft_number  ...   pts   reb  \
9487   Kansas  Cameroon       2014           1            3  ...  20.2   7.8   
10030  Kansas  Cameroon       2014           1            3  ...  22.9  11.0   
10193  Kansas  Cameroon       2014           1            3  ...  27.5  13.6   
10767  Kansas  Cameroon       2014           1            3  ...  23.0  11.6   
11249  Kansas  Cameroon       2014           1            3  ...  28.5  10.6   
12203  Kansas  Cameroon       2014           1            3  ...  30.6  11.7   
12839  Kansas  Cameroon       2014           1            3  ...  33.1  10.2   

       ast  net_rating  oreb_pct  dreb_pct  usg_pct  ts_pct  ast_pct   season  
9487   2.1         3.2     0.092     0.247    0.363   0.584    0.174  2016-17  
10030  3.2        11.7     0.078     0.255    0.330   0.573    0.182  2017-18  
10193  3.7         7.6     0.075     0.292    0.327   0.593    0.185  2018-19  
10767  3.0         5.2     0.091     0.279    0.315   0.590    0.178  2019-20  
11249  2.8        12.0     0.078     0.254    0.352   0.636    0.156  2020-21  
12203  4.2         7.9     0.068     0.273    0.375   0.616    0.236  2021-22  
12839  4.2         8.8     0.057     0.243    0.370   0.655    0.233  2022-23  

[7 rows x 21 columns]

Notebook

How has Embiid done over the years?

Joel Embiid's Performance Over the Years