Sample Distribution (Histogram/Kernel/CDF)
This interactive tool visualizes the statistical distribution of a numeric dataset using multiple complementary representations: a histogram, kernel density estimate, cumulative distribution function (CDF), and a rug plot. Users can adjust histogram bin width and toggle between linear and log2 value scales, while enabling the CDF adds a secondary y-axis. The visualization renders with SVG, supports zooming via click-drag on the x-axis, and is animated with transitions. It uses D3.js for scales, layouts, and SVG manipulation, with data loaded from a JSON file.