John Johnson and Mike Gluck's new book, Everydata: The Misinformation Hidden in the Little Data You Consume Every Day is a tour-de-force of statistical literacy. This excerpt, a chapter on understanding statistical outliers, is as clear an explanation of what an outlier is, and what it means, and why it matters, as you're likely to find.