Foundations and Data Infrastructure

Learn the fundamentals of football analytics, data sources, and essential infrastructure for NFL data analysis.

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All Parts Foundations and Data Infrastructure 5 Offensive Analytics 7 Defensive Analytics 6 Special Teams and Situational Football 3 Game Theory and Strategic Analytics 4 Personnel Decisions and Player Evaluation 5 Advanced Technical Methods 5 College Football Analytics 3 Organizational Implementation 4 Future Directions and Emerging Topics 3
All Parts
Ch. 1 Beginner

Chapter 1: Introduction to Football Analytics

10 min read
Ch. 2 Beginner

Chapter 2: NFL Data Infrastructure

10 min read
Ch. 3 Beginner

Chapter 3: nflverse and nflfastR

10 min read
Ch. 4 Beginner

Chapter 4: Data Wrangling for NFL Analytics

10 min read
Ch. 5 Beginner

Chapter 5: Football Data Visualization

10 min read