Density Contour Plot 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.

A density contour plot (also known as a 2D KDE contour plot) displays the concentration of points in a 2D scatter plot using contour lines. The contours connect points of equal density, revealing clusters, patterns, and the overall bivariate distribution shape.

Renders

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

Preview render from the plotnine implementation.

Implementations

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