UpSet Plot for Multi-Set Intersection Analysis in Python, R, Julia and JavaScript

Source code in 15 libraries — Python: Altair, Bokeh, lets-plot, Matplotlib, Plotly, plotnine, Pygal, Seaborn; R: ggplot2; Julia: Makie.jl; JavaScript: Chart.js, D3.js, Apache ECharts, Highcharts, MUI X Charts.

An UpSet plot visualizes intersections of multiple sets using a matrix-based layout that scales far better than Venn diagrams beyond 3 sets. A horizontal bar chart shows individual set sizes, a dot-matrix indicates which sets participate in each intersection, and a vertical bar chart above shows the intersection cardinality. This is the modern standard for set intersection analysis, making complex overlaps between many sets immediately readable.

Renders

• Full-resolution render, light theme
• Full-resolution render, dark theme

Preview render from the Makie.jl implementation.

Implementations

• UpSet Plot for Multi-Set Intersection Analysis in Altair (Python)
• UpSet Plot for Multi-Set Intersection Analysis in Bokeh (Python)
• UpSet Plot for Multi-Set Intersection Analysis in lets-plot (Python)
• UpSet Plot for Multi-Set Intersection Analysis in Matplotlib (Python)
• UpSet Plot for Multi-Set Intersection Analysis in Plotly (Python)
• UpSet Plot for Multi-Set Intersection Analysis in plotnine (Python)
• UpSet Plot for Multi-Set Intersection Analysis in Pygal (Python)
• UpSet Plot for Multi-Set Intersection Analysis in Seaborn (Python)
• UpSet Plot for Multi-Set Intersection Analysis in ggplot2 (R)
• UpSet Plot for Multi-Set Intersection Analysis in Makie.jl (Julia)
• UpSet Plot for Multi-Set Intersection Analysis in Chart.js (JavaScript)
• UpSet Plot for Multi-Set Intersection Analysis in D3.js (JavaScript)
• UpSet Plot for Multi-Set Intersection Analysis in Apache ECharts (JavaScript)
• UpSet Plot for Multi-Set Intersection Analysis in Highcharts (JavaScript)
• UpSet Plot for Multi-Set Intersection Analysis in MUI X Charts (JavaScript)