Anscombe's Quartet: Four Datasets That Make Statistics Look Stupid
Anscombe's Quartet proves that identical summary statistics can hide wildly different data, and why you should always visualize before you calculate.
C. Pearson1 post tagged descriptive statistics from Mean Methods.