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Comment by pizzathyme
I wrote a Monte-Carlo simulation while working on a Pokemon-Go style game to simulate people walking all over the world. I used statistics for average walking speed and times played for similar games. To my amazement when the game launched, my predictions were within +/- 2%! A career highlight.