Description
Book SynopsisData Analytics in Football provides students, researchers, and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how they can be collected, modeled, analyzed, and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. The book seeks to define the role of positional data in football match analysis by exploring topics such as the following:
- What is positional data analysis, and how did it emerge from conventional match analysis?
- How can positional data be collected, and which technologies can be used?
- What key performance indicators based on positional data should be used?
- How can traditional match analysis be complemented by using positional data and advanced KPIs?
- How can these new methods evolve in the future?
Based on data collect
Table of Contents
1. Where Is the Revolution?
2. A Historical Perspective on Positional Data
3. Technological Background
4. Collecting Data in the Bundesliga
5. In Search of the Holy Grail
6. Betting and Sports Analytics
7. Match Intensity
8. From Media to Storytelling
9. Key Properties of Long-Term Success in Football
10. The Key to Success
11. Reasons For Dominance
12. FCB Versus FCB
13. Home Advantage
14. Managerial Influence
15. All on Attack
16. Laws of a Derby
17. Women Vs. Men – Draw in Tactical Performance
18. Experimental Tactics Research
19. Positional Data Meet Sport Psychology
20. Summary
