Couple.uk.csv

: Effective for comparing household income levels across different UK regions if geographic data is included. 5. Common Tools

: 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. : Effective for comparing household income levels across

: Ages of both partners (often labeled as age_p1 , age_p2 ). Couple.uk.csv

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

: Sufficient for quick pivot tables and basic trend analysis.