This interactive area chart displays frequency distributions for numeric variables from a cancer diagnostic dataset using a dropdown selector. The visualization uses D3.js v6 to generate SVG paths, with `d3.bin()` creating histogram bins and `d3.area()` rendering the smoothed area shape. Users can switch between variables, triggering axis updates and chart redraws via D3’s event handling. Data is loaded remotely from a CSV file hosted on GitHub.