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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.
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.
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.
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.
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Sport |
| Produktart: | Nachschlagewerke |
| Rubrik: | Hobby & Freizeit |
| Thema: | Ballsport |
| Medium: | Taschenbuch |
| Seiten: | 356 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9781032427751 |
| ISBN-10: | 1032427752 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Congelio, Bradley J. |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 232 x 157 x 24 mm |
| Von/Mit: | Bradley J. Congelio |
| Erscheinungsdatum: | 19.12.2023 |
| Gewicht: | 0,574 kg |
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.
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.
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Sport |
| Produktart: | Nachschlagewerke |
| Rubrik: | Hobby & Freizeit |
| Thema: | Ballsport |
| Medium: | Taschenbuch |
| Seiten: | 356 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9781032427751 |
| ISBN-10: | 1032427752 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Congelio, Bradley J. |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 232 x 157 x 24 mm |
| Von/Mit: | Bradley J. Congelio |
| Erscheinungsdatum: | 19.12.2023 |
| Gewicht: | 0,574 kg |
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