Couple.uk.csv

: How long the couple has been together. 2. Data Cleaning Steps

: Best for statistical plotting and complex cleaning. Couple.uk.csv

: Ensure categorical data like employment status is consistently labeled (e.g., "Full-time" vs "FT"). : How long the couple has been together

: Verify extreme income or age values to ensure they aren't data entry errors. 3. Suggested Analysis : Ensure categorical data like employment status is

: Sufficient for quick pivot tables and basic trend analysis.

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

To put together a guide for the file, you should focus on its role in analyzing demographic and relationship dynamics in the UK. This file is typically used in data science and sociology projects to explore factors like age gaps, income differences, and household structures. 1. Dataset Overview