<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>Entering Program</th>
      <th>Current Program</th>
      <th>Program Status</th>
      <th>BIO201 Term</th>
      <th>BIO201 Grade</th>
      <th>BIO201A Grade</th>
      <th>BIO202 Term</th>
      <th>BIO202 Grade</th>
      <th>BIO202A Grade</th>
      <th>BIO203 Term</th>
      <th>BIO203 Grade</th>
      <th>BIO203A Grade</th>
      <th>BST322 Term</th>
      <th>BST322 Grade</th>
      <th>TEAS Score</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>5</td>
      <td>4</td>
      <td>1</td>
      <td>1801</td>
      <td>B+</td>
      <td>A-</td>
      <td>1803</td>
      <td>A-</td>
      <td>A-</td>
      <td>1805</td>
      <td>B</td>
      <td>B+</td>
      <td>1807</td>
      <td>A</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>1801</td>
      <td>A-</td>
      <td>B+</td>
      <td>2010</td>
      <td>A</td>
      <td>A-</td>
      <td>1805</td>
      <td>A-</td>
      <td>A</td>
      <td>1803</td>
      <td>A-</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>2</th>
      <td>1</td>
      <td>7</td>
      <td>0</td>
      <td>1801</td>
      <td>B-</td>
      <td>B-</td>
      <td>1803</td>
      <td>A-</td>
      <td>A</td>
      <td>1805</td>
      <td>B</td>
      <td>B+</td>
      <td>1807</td>
      <td>B</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>3</th>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1801</td>
      <td>A-</td>
      <td>B+</td>
      <td>1803</td>
      <td>A-</td>
      <td>A-</td>
      <td>1805</td>
      <td>B</td>
      <td>A-</td>
      <td>1807</td>
      <td>A-</td>
      <td>64.7</td>
    </tr>
    <tr>
      <th>4</th>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1801</td>
      <td>C+</td>
      <td>C+</td>
      <td>1803</td>
      <td>A-</td>
      <td>A-</td>
      <td>1805</td>
      <td>B+</td>
      <td>B+</td>
      <td>1807</td>
      <td>A-</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
</div>

   Entering Program  Current Program  Program Status  BIO201 Term  \
0                 5                4               1         1801   
1                 2                2               1         1801   
2                 1                7               0         1801   
3                 1                1               0         1801   
4                 1                1               0         1801   

  BIO201 Grade BIO201A Grade  BIO202 Term BIO202 Grade BIO202A Grade  \
0           B+            A-         1803           A-            A-   
1           A-            B+         2010            A            A-   
2           B-            B-         1803           A-             A   
3           A-            B+         1803           A-            A-   
4           C+            C+         1803           A-            A-   

   BIO203 Term BIO203 Grade BIO203A Grade  BST322 Term BST322 Grade  \
0         1805            B            B+         1807            A   
1         1805           A-             A         1803           A-   
2         1805            B            B+         1807            B   
3         1805            B            A-         1807           A-   
4         1805           B+            B+         1807           A-   

   TEAS Score  
0         NaN  
1         NaN  
2         NaN  
3        64.7  
4         NaN  

<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>BIO201 Grade</th>
      <th>BIO201A Grade</th>
      <th>BIO202 Grade</th>
      <th>BIO202A Grade</th>
      <th>BIO203 Grade</th>
      <th>BIO203A Grade</th>
      <th>BST322 Grade</th>
      <th>TEAS Score</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>BIO201 Grade</th>
      <td>1.000000</td>
      <td>0.659256</td>
      <td>0.562206</td>
      <td>0.486645</td>
      <td>0.411979</td>
      <td>0.423313</td>
      <td>0.295460</td>
      <td>0.325667</td>
    </tr>
    <tr>
      <th>BIO201A Grade</th>
      <td>0.659256</td>
      <td>1.000000</td>
      <td>0.434771</td>
      <td>0.467466</td>
      <td>0.338174</td>
      <td>0.408178</td>
      <td>0.251319</td>
      <td>0.234757</td>
    </tr>
    <tr>
      <th>BIO202 Grade</th>
      <td>0.562206</td>
      <td>0.434771</td>
      <td>1.000000</td>
      <td>0.736338</td>
      <td>0.466042</td>
      <td>0.438519</td>
      <td>0.286161</td>
      <td>0.371033</td>
    </tr>
    <tr>
      <th>BIO202A Grade</th>
      <td>0.486645</td>
      <td>0.467466</td>
      <td>0.736338</td>
      <td>1.000000</td>
      <td>0.417032</td>
      <td>0.458044</td>
      <td>0.314551</td>
      <td>0.323378</td>
    </tr>
    <tr>
      <th>BIO203 Grade</th>
      <td>0.411979</td>
      <td>0.338174</td>
      <td>0.466042</td>
      <td>0.417032</td>
      <td>1.000000</td>
      <td>0.675538</td>
      <td>0.315274</td>
      <td>0.290563</td>
    </tr>
    <tr>
      <th>BIO203A Grade</th>
      <td>0.423313</td>
      <td>0.408178</td>
      <td>0.438519</td>
      <td>0.458044</td>
      <td>0.675538</td>
      <td>1.000000</td>
      <td>0.363544</td>
      <td>0.183360</td>
    </tr>
    <tr>
      <th>BST322 Grade</th>
      <td>0.295460</td>
      <td>0.251319</td>
      <td>0.286161</td>
      <td>0.314551</td>
      <td>0.315274</td>
      <td>0.363544</td>
      <td>1.000000</td>
      <td>0.231390</td>
    </tr>
    <tr>
      <th>TEAS Score</th>
      <td>0.325667</td>
      <td>0.234757</td>
      <td>0.371033</td>
      <td>0.323378</td>
      <td>0.290563</td>
      <td>0.183360</td>
      <td>0.231390</td>
      <td>1.000000</td>
    </tr>
  </tbody>
</table>
</div>

               BIO201 Grade  BIO201A Grade  BIO202 Grade  BIO202A Grade  \
BIO201 Grade       1.000000       0.659256      0.562206       0.486645   
BIO201A Grade      0.659256       1.000000      0.434771       0.467466   
BIO202 Grade       0.562206       0.434771      1.000000       0.736338   
BIO202A Grade      0.486645       0.467466      0.736338       1.000000   
BIO203 Grade       0.411979       0.338174      0.466042       0.417032   
BIO203A Grade      0.423313       0.408178      0.438519       0.458044   
BST322 Grade       0.295460       0.251319      0.286161       0.314551   
TEAS Score         0.325667       0.234757      0.371033       0.323378   

               BIO203 Grade  BIO203A Grade  BST322 Grade  TEAS Score  
BIO201 Grade       0.411979       0.423313      0.295460    0.325667  
BIO201A Grade      0.338174       0.408178      0.251319    0.234757  
BIO202 Grade       0.466042       0.438519      0.286161    0.371033  
BIO202A Grade      0.417032       0.458044      0.314551    0.323378  
BIO203 Grade       1.000000       0.675538      0.315274    0.290563  
BIO203A Grade      0.675538       1.000000      0.363544    0.183360  
BST322 Grade       0.315274       0.363544      1.000000    0.231390  
TEAS Score         0.290563       0.183360      0.231390    1.000000  

Notebook

How do grades correlate with TEAS scores?