Couple.uk.csv May 2026

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

: Work categories (e.g., full-time, retired). Income : Individual or combined gross earnings. Education : Qualification levels of each partner. Couple.uk.csv

: Create a histogram to see the common age difference between partners. : Use a scatter plot to compare the earnings of Partner A vs

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

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