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learnpythonwithbaseball's Introduction

Learn Python with Baseball Data Sets ⚾🐍

In here, you'll find each of the datasets we use in the Learn Python with Baseball course off fantasydatapros.com. If you did not purchase our course and somehow found this repo, that's cool, the data is free to use.

Folders are organized by year and then section. All data is provided in CSV format.

By year:

2021 Season

This course relies on the pybaseball package which you can find here: https://github.com/jldbc/pybaseball

06-Data Munging

  • pybaseball 2021 batting_stats
  • pybaseball 2021 standings

07-Data Visualizations

  • pybaseball 2021 batting_stats_range
  • pybaseball 2021 statcast

08-Analyzing MLB Salary Data

09-Linear Regression with Baseball

  • pybaseball 2010 - 2019 batting_stats

10-Classifying Pitch Type Using Machine Learning

  • pybaseball 2021 statcast

11-Unsupervised Machine Learning

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