Source code for baseball articles and research
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Pitch Subtype Analysis
- Entire analysis can be viewed in file Pitch Subtype Analysis.ipynb inside the folder
- An RShiny app that allows users to view random videos of each subtype from the 2020 MLB season is hosted here: https://judah-axelrod.shinyapps.io/pitch-subtype-analysis/
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Catcher Framing Model
- Link to blog post is here: https://someballparkfigures.wordpress.com/2020/05/03/pitchers-with-the-most-to-lose-from-robot-umps/
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Situational Pitching Analysis
- Link to blog post is here: https://someballparkfigures.wordpress.com/2020/04/28/how-we-evaluate-situational-pitching/
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Hit Probability Model
- Code and write-up are provided here: https://judah-axelrod.github.io/Baseball-Research/
- As Trackman data is generally not publicly available, I omit the full raw dataset.