Fork of Customer Attrition Dashboard V2
This dashboard uses D3 to visualize credit card customer attrition. It combines a grouped bar chart, scatter plot, stacked bar chart, and violin plots, all color-coded by attrition status. Interactive menus let users select columns for analysis. The plots are built with D3's `scaleLinear`, `scaleBand`, `scaleOrdinal`, `histogram`, and `area` APIs, with a color legend for filtering. Static statistics are precomputed using D3's `rollups`, `mean`, `sum`, and `quantile` functions. The visualization animates transitions using D3's `transition`.
AI-generated descriptionA dashboard using D3 displaying data of credit card utilization from the Bank Customers Dataset.
It consists of 4 dynamic plots. A grouped bar chart, scatter plot, stacked bar chart and violin plots. The attrition status of the bank customers is encoded on the color of the elements.
Finally, there are some menus available for each plot to enable the users to choose which columns to be presented.
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