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distribution family

box-plot

Five-number summary: quartiles, median, outliers.

A compact five-number summary (min, Q1, median, Q3, max) per category. Strong when comparing distributions across groups; quick to spot skew, IQR, outliers.

When to use

Comparing distributions across 3+ categories.

When NOT to use

Audience is non-statistical (the encoding is unfamiliar).

Rhetorical roles

  • distribute
  • compare

Variants & related

Required primitives

  • has_axis_titles

Optional primitives

  • has_legend
  • has_data_labels

Common anti-patterns

  • unfamiliar-encoding
  • missing-label

Disambiguation rules

  • Box with whiskers extending out, often with dots for outliers.
  • If shape includes a smooth density curve flanking the box, it is violin.