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Exploring Relationship Between Total CAT Marks and Final Exam Marks in Academic Data

Relationship between CAT Marks and Final Exam

  • We loaded and combined data from multiple sheets in an Excel file into a single DataFrame.
  • After cleaning and organizing the data, we focused on the relationship between Total CAT Marks and Final Exam Marks.
  • A scatter plot was created to visualize this relationship, showing a positive correlation between Total CAT Marks and Final Exam Marks.

Compare individual assignment marks with final exam marks

  • We analyzed the relationship between Individual Assignment Marks and Final Exam Marks.
  • A scatter plot was created to visualize this relationship, indicating how Individual Assignment Marks compare with Final Exam Marks.

Explore correlation between group assignment marks and final exam marks

  • We visualized the relationship between Group Assignment Marks and Final Exam Marks.
  • A scatter plot was created, showing how Group Assignment Marks compare with Final Exam Marks, aiding in understanding their correlation.

Vizly

AI-powered data analysis

Try for yourself