The eighth issue of Unexpected Points Added. This one teaches us how to map NBA shot charts in ArcGIS, learn what Bad Outs are in baseball, visualize baseball's outfield, understand when to pull a goalie, and review how 538's predictions fared.

Please share your favorite sports analytics source I should review, and I'll come up with a sports analytics acronym based on your name

This Week's Lineup

Weekly Unexpected Quote

you can observe a lot by watching

Yogi Berra

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Unexpected Points Added is curated and maintained by Patrick Hayes. If you have questions or suggestions for the newsletter, just reply to this email. I answer every single one.