: The file contains survey data—often derived from sources like the UK Household Longitudinal Study—capturing details about cohabiting or married couples. Key Variables :
: Analyze whether partners tend to have similar educational backgrounds using a correlation matrix. 4. Visualizing the Results Couple.uk.csv
: Use a scatter plot to compare the earnings of Partner A vs. Partner B to identify trends in "breadwinning" roles. : The file contains survey data—often derived from
: How long the couple has been together. 2. Data Cleaning Steps 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.
: Best for statistical plotting and complex cleaning.