Anscombe's Quartet
Anscombe's Quartet is a famous set of data with apparently similar statistics... until you plot the graph.
http://en.wikipedia.org/wiki/Anscombe's_quartet
Set 5: Can you design your own set with the same best fit line and the same means and standard deviations?