Couple.uk.csv

: Analyze whether partners tend to have similar educational backgrounds using a correlation matrix. 4. Visualizing the Results

: Useful for showing the intersection of employment types between partners. Couple.uk.csv

: Use a scatter plot to compare the earnings of Partner A vs. Partner B to identify trends in "breadwinning" roles. : Analyze whether partners tend to have similar

: Survey data often has "Refused" or "Don't Know" entries. Decide whether to drop these or impute them based on the median. Couple.uk.csv

: Effective for comparing household income levels across different UK regions if geographic data is included. 5. Common Tools