This collection of interactive visualizations explores a shopping habits dataset, revealing patterns in sales, customer ratings, and purchasing behavior across states, seasons, and genders. The views include a scatterplot of overall data distribution, a choropleth map of state ratings using `d3.geoPath`, and additional scatter and stacked bar charts breaking down sales by state, season, and gender. Built with D3.js and embedded via iframes, the charts support business strategy by highlighting geographic and demographic trends. The dataset originates from Kaggle's Consumer Behavior and Shopping Habits Dataset.