Introduction to NFL Analytics with R

ISBN-13: 9781032427959 / Twarda / 2023 / 342 str.

Bradley J. Congelio

Opis

Presents an introduction to the analysis of NFL data using R. It emphasizes the use of the tidyverse in R, together with NFL-specific packages, such as nflverse, nflfastR, and nflreadr. It covers the entire sports analytics framework, including data collection, cleaning and wrangling, visualization, analysis, and advanced methods.

Spis treści

1. Introduction. 2. An Introduction to NFL Analytics and the R Programming Language. 3. Wrangling NFL Data in the tidyverse. 4. NFL Analytics with the nflverse Family of Packages. 5. Data Visualization with NFL Data. 6. Advanced Model Creation with NFL Data.

O autorze

Bradley J. Congelio is an Assistant Professor in the College of Business at Kutztown University of Pennsylvania where he teaches the popular Sport Analytics course.