This dashboard, built with D3, presents an interactive exploratory analysis of credit card customer attrition. It displays four coordinated plots—a grouped bar chart, scatter plot, stacked bar chart, and violin plots—that allow users to investigate relationships between customer attributes and their attrition status, which is encoded by color. Interactive menus let users dynamically select which data columns to visualize, and the plots include tooltips and hover effects for detailed inspection. The visualization is rendered as an animated SVG, utilizing D3's `scaleBand`, `scaleLinear`, `transition`, and `rollups` APIs, and is based on the Bank Customers Dataset.