Professional Football Analytics and Visualization

A Data-Driven Approach to NFL Football

First Edition

A comprehensive textbook for understanding, analyzing, and predicting professional football through data science

About This Book

This textbook provides a complete foundation in the rapidly evolving field of professional football analytics. Through rigorous statistical methods, practical Python implementations, and real-world case studies, readers will develop the skills necessary to extract meaningful insights from football data.

From basic exploratory analysis to advanced machine learning applications, this book covers the full spectrum of analytical techniques used by NFL front offices, sports media, and the broader football analytics community.

Designed for: - Undergraduate students in data science, statistics, or sports management - Aspiring sports analysts seeking comprehensive training - Professionals transitioning into football analytics - Fantasy sports enthusiasts seeking analytical depth

Published under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License