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  Unnamed: 0 Unnamed: 1  Unnamed: 2  Unnamed: 3                Unnamed: 4  \
0        S/N      NAMES         NaN  Reg.Number        Total CAT Marks/60   
1        NaN        NaN         NaN         NaN  Individual assignment/10   
2          1        NaN         NaN  16853/2020                         9   
3          2        NaN         NaN  17437/2021                         9   
4          3        NaN         NaN  17620/2021                         8   

            Unnamed: 5 Unnamed: 6      Unnamed: 7  Unnamed: 8  Unnamed: 9  \
0                  NaN        NaN             NaN         NaN  Final Exam   
1  Group assignment/10   Test /30  Attendance /10  AVERAGE/60     Exam/40   
2                    9         24               9          51          25   
3                    9         24              10          52          34   
4                    9         27               9          53          33   

        Unnamed: 10  
0  Total marks /100  
1               NaN  
2                76  
3                86  
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      <td>15</td>
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      <td>39</td>
      <td>23</td>
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  S/N NAMES  Reg.Number  Total CAT Marks/60 Individual assignment/10  \
0   1   NaN         NaN                 NaN                        9   
1   2   NaN         NaN                 NaN                        9   
2   3   NaN         NaN                 NaN                        8   
3   4   NaN         NaN                 NaN                        9   
4   5   NaN         NaN                 NaN                        6   

  Group assignment/10 Test /30 Attendance /10 AVERAGE/60  Exam/40  \
0                   9       24              9         51       25   
1                   9       24             10         52       34   
2                   9       27              9         53       33   
3                   9       20             10         48       34   
4                   9       15              9         39       23   

   Final Exam Marks  
0                76  
1                86  
2                86  
3                82  
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Exploring Relationship Between Total CAT Marks and Final Exam Marks in Academic Data

Relationship between CAT Marks and Final Exam

Compare individual assignment marks with final exam marks

Explore correlation between group assignment marks and final exam marks