DistPlot Examples

This page demonstrates distribution visualization combining histogram, box plot, and rug plot.

Single distribution: Basic histogram + box plot + rug plot
Group comparison: Compare distributions across multiple groups
Interactive filters: Multi-select dropdown controls for categorical and numeric variables
Customization: Toggle histogram, box, and rug plot visibility

Use multi-select dropdown controls to filter and explore the data!

Simple Distribution Plot

Basic distribution showing histogram, box plot, and rug plot for a normal distribution

Treatment Effect Comparison

Score Distribution with Interactive Filters

Multi-Variable Distribution with Dropdowns

Select different variables and grouping columns using the dropdowns above. This example demonstrates the full flexibility of the DistPlot.

Customized DistPlot - Longitudinal Study

Demonstrates customization options: rug plot hidden, increased box opacity, custom bin count

Key Features Summary

Three-in-one visualization: Histogram, box plot, and rug plot combined
Group comparison: Overlay distributions for different groups with color coding
Interactive filtering: Multi-select dropdown filters for both numeric and categorical columns
Customization options: Control visibility and appearance of each component
Statistical insight: See shape, central tendency, spread, and outliers at once

Tip: The rug plot (tick marks at the bottom) shows individual data points!