Couple.uk.csv

: Ensure categorical data like employment status is consistently labeled (e.g., "Full-time" vs "FT").

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

: Ages of both partners (often labeled as age_p1 , age_p2 ). : Ensure categorical data like employment status is

: Verify extreme income or age values to ensure they aren't data entry errors. 3. Suggested Analysis Couple.uk.csv

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

: Use a scatter plot to compare the earnings of Partner A vs. Partner B to identify trends in "breadwinning" roles.