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Free data visualization course

Data Visualization and Dashboard Storytelling

Module 06 Activity

Scenario

Your charts assert differences between groups. This activity checks whether the data supports them.

What you build

A distribution set that shows spread rather than asserting it, with sample sizes visible.

Steps

  1. For every mean you chart, also compute the median, the range and the spread. Flag any group where the mean describes nobody.
  2. Rebuild one histogram at four bin widths and say whether the conclusion is stable across them.
  3. Take one box plot and overlay the points. Report anything the box hid.
  4. Replace one two-bar comparison with a plot of the points, and report the overlap between the groups.
  5. Compute the confidence interval for every category and add it, or add the sample size where you cannot.
  6. Identify the category with the fewest observations and say whether any decision rests on it.

Evidence to hand in

Review checklist