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.