Guess the Correlation is a game that asks you to do just that. Scatter plots are displayed and you respond with your best guess of the correlation. I found that I was consistently over-estimating the correlation. Perhaps I can train myself to make better guesses.Via Flowing Data.
(With the 8-bit graphics, this game looks like it was made in the 1980s for the Mario Brothers).