Cleaning and Visualizing U.S. Census Data with Pandas

Goals

handle missing data, duplicates, format inconsistencies

Pipeline Steps

import → clean → fill NaNs → drop duplicates → visualize

Visualizations

scatter (income vs women), histograms (race breakdown)

Women and Income

This scatterplot explores the relationship between female population size and median income across states.

Demographic Distribution Histograms

These histograms illustrate percentage distributions across states for demographic categories in the dataset.