EasyDeepLearn

How do you read a boxplot?

easy

Answer

  • Box: from Q1 to Q3 (middle 50% of data).
  • Line in box: median.
  • Whiskers: extend to farthest points within 1.5·IQR of the box.
  • Points beyond whiskers: potential outliers.
  • Compare boxplots side-by-side to see distribution shape and outlier density across groups.
  • Weakness: hides multimodality (violin plots or histograms are better for shape).
Check yourself — multiple choice
  • Box is mean±SD
  • Box: Q1-Q3; line: median; whiskers: 1.5·IQR; points beyond: outliers — hides multimodality
  • Only for one group
  • No summary

Boxplot: Q1/median/Q3 + 1.5·IQR whiskers + outliers; doesn't show multimodality.

#descriptive#eda

Practise Statistics Fundamentals

215 interview questions in this topic.

Related questions