Couple.uk.csv ● [PREMIUM]

: 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

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

: Use a scatter plot to compare the earnings of Partner A vs. Partner B to identify trends in "breadwinning" roles. : Survey data often has "Refused" or "Don't Know" entries

: The file contains survey data—often derived from sources like the UK Household Longitudinal Study—capturing details about cohabiting or married couples. Key Variables :

: Create a histogram to see the common age difference between partners.

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