: Use a scatter plot to compare the earnings of Partner A vs. Partner B to identify trends in "breadwinning" roles.
: Verify extreme income or age values to ensure they aren't data entry errors. 3. Suggested Analysis Couple.uk.csv
: Useful for showing the intersection of employment types between partners. : Use a scatter plot to compare the earnings of Partner A vs
: Work categories (e.g., full-time, retired). Income : Individual or combined gross earnings. Education : Qualification levels of each partner. Income : Individual or combined gross earnings
: Create a histogram to see the common age difference between partners.
: Analyze whether partners tend to have similar educational backgrounds using a correlation matrix. 4. Visualizing the Results
: The file contains survey data—often derived from sources like the UK Household Longitudinal Study—capturing details about cohabiting or married couples. Key Variables :