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baseball-analytics

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A novel baseball analytics project that measures how pivotal game moments (high WPA changes) impact player career trajectories. Uses Statcast data and machine learning to calculate MSS scores (-100 to +100) for both pitchers and batters, bridging statistical analysis with the human stories that define baseball careers.

  • Updated Sep 18, 2025
  • Jupyter Notebook

A Python application and library that generates comprehensive advanced stat summary sheets for MLB players, customizable by year, providing in-depth analysis and visualizations. It can also be used as a library module, enabling users to develop their own features and extend functionality for custom applications and data processing needs.

  • Updated Sep 12, 2025
  • Python

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