: Effective for comparing household income levels across different UK regions if geographic data is included. 5. Common Tools
: Analyze whether partners tend to have similar educational backgrounds using a correlation matrix. 4. Visualizing the Results Couple.uk.csv
: Useful for showing the intersection of employment types between partners. : Effective for comparing household income levels across
: Ensure categorical data like employment status is consistently labeled (e.g., "Full-time" vs "FT"). Couple.uk.csv
: How long the couple has been together. 2. Data Cleaning Steps
: 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