Violin Chart

Shows data distribution using mirrored density curves, combining box plot and density information. The width at any point represents data density, giving a richer picture of distribution shape than a box plot alone.

Best for

  • Comparing distributions across categories
  • Showing the full shape of data distribution
  • Revealing multimodal distributions missed by box plots

Avoid when

  • Audience is unfamiliar with density plots
  • Sample size is too small for meaningful density estimation
  • Simple summary statistics would suffice
Alternatives: Box Plot