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Free statistics course

Basic Statistics for Data Analysis / Resources

Learner resource

Chart Reading Checklist

Use

Use this every time a chart seems to tell an obvious story.

Checklist

  • What is the chart type?
  • What is on each axis?
  • Does the axis start or scale change the impression?
  • What is the sample size?
  • Are denominators shown?
  • Are groups comparable?
  • Is uncertainty shown?
  • What does the chart show?
  • What does the chart not prove?

Careful Sentence

The chart shows ..., but it does not prove ...