Couple.uk.csv (2024)

: Ensure categorical data like employment status is consistently labeled (e.g., "Full-time" vs "FT").

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

: Ages of both partners (often labeled as age_p1 , age_p2 ). : Ensure categorical data like employment status is

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

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

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