This is the first project I worked on as a part of the Level data analytics bootcamp. The class was tasked with using baseball game, player, and play data to create creative new sabermetrics. Having grown up exclusively as a soccer player and fan, I had no baseball knowledge to work with. After a late night with wikipedia, I eventually figured out enough to come up with the approach below.
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