Data Analytics in Football

Author: Daniel Memmert
Publisher: Routledge
ISBN: 1351210149
Category : Sports & Recreation
Languages : en
Pages : 247

Book Description
Data 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 it can be collected, modelled, analysed and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. Based on data collected from the German Bundesliga and the UEFA Champions League, the book seeks to define the role of positional data in football match analysis by exploring topics such as: 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 are the benefits of a data-driven approach to decision making in football? 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? Accessibly written, packed full of examples from elite football and supplemented with expert interviews (Ralf Rangnick, Urs Siegenthaler and others), Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.

Football Hackers

Author: Christoph Biermann
Publisher: Kings Road Publishing
ISBN: 1788702352
Category : Sports & Recreation
Languages : en
Pages : 289

Book Description
Well written and thoughtful. Takes us on a tour of some of Europe's most innovative football thinkers - Financial Times The future of football is now. Football's data revolution has only just begun. The arrival of advanced metrics and detailed analysis is already reshaping the modern game. We can now fully assess player performance, analyse the role of luck and measure what really leads to victory. There is no turning back. Now the race is on between football's wealthiest clubs and a group of outsiders, nerds and rule-breakers, who are turning the game on its head with their staggering innovations. Winning is no longer just about what happens out on the pitch, it's now a battle taking place in boardrooms and on screens across international borders with the world's brightest minds driving for an edge over their fiercest rivals. Christoph Biermann has moved in the midst of these disruptive upheavals, talking to scientists, coaches, managers, scouts and psychologists in the world's major clubs, traveling across Europe and the US and revealing the hidden - and often jaw-dropping - truths behind the beautiful game. 'A book full of exciting ideas and inside views on modern football. The most exciting book in an exciting time for football.' Thomas Hitzlsperger

Data Analytics in Professional Soccer

Author: Daniel Link
Publisher: Springer
ISBN: 3658211776
Category : Computers
Languages : en
Pages : 130

Book Description
Daniel Link explores how data analytics can be used for studying performance in soccer. Based on spatiotemporal data from the German Bundesliga, the six individual studies in this book present innovative mathematical approaches for game analysis and player assessment. The findings can support coaches and analysts to improve performance of their athletes and inspire other researchers to advance the research field of sports analytics.

Soccermatics

Author: David Sumpter
Publisher: Bloomsbury Publishing
ISBN: 1472924150
Category : Mathematics
Languages : en
Pages : 288

Book Description
'Football looked at in a very different way' Pat Nevin, former Chelsea and Everton star and football media analyst Football – the most mathematical of sports. From shot statistics and league tables to the geometry of passing and managerial strategy, the modern game is filled with numbers, patterns and shapes. How do we make sense of them? The answer lies in the mathematical models applied in biology, physics and economics. Soccermatics brings football and mathematics together in a mind-bending synthesis, using numbers to help reveal the inner workings of the beautiful game. This new and expanded edition analyses the current big-name players and teams using mathematics, and meets the professionals working inside football who use numbers and statistics to boost performance. Welcome to the world of mathematical modelling, expressed brilliantly by David Sumpter through the prism of football. No matter who you follow – from your local non-league side to the big boys of the Premiership, La Liga, the Bundesliga, Serie A or the MLS – you'll be amazed at what mathematics has to teach us about the world's favourite sport.

How to Win Your NCAA Tournament Pool

Author: Ed Feng
Publisher:
ISBN: 9780998442303
Category :
Languages : en
Pages :

Book Description

Data Analytics in Football

Author: Daniel Memmert
Publisher: Taylor & Francis
ISBN: 1003817041
Category : Sports & Recreation
Languages : en
Pages : 212

Book Description
Data 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 collected from active leagues and fully revised for the new second edition, the text now also examines data collection in relation to other sports, how a data-driven approach in decision-making is achieved by professional teams, the potential of the new methods of data collection, and how they could evolve in the future. Accessibly written, packed full of examples from elite football, and supplemented with expert interviews, Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher, or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.

Football Analytics with Python & R

Author: Eric A. Eager
Publisher: "O'Reilly Media, Inc."
ISBN: 1492099597
Category : Computers
Languages : en
Pages : 352

Book Description
Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football players are using data to help inform decision making. This concise book provides a clear introduction to using statistical models to analyze football data. Whether your goal is to produce a winning team, dominate your fantasy football league, qualify for an entry-level football analyst position, or simply learn R and Python using fun example cases, this book is your starting place. You'll learn how to: Apply basic statistical concepts to football datasets Describe football data with quantitative methods Create efficient workflows that offer reproducible results Use data science skills such as web scraping, manipulating data, and plotting data Implement statistical models for football data Link data summaries and model outputs to create reports or presentations using tools such as R Markdown and R Shiny And more

Football Club Management

Author: Ian Lawrence
Publisher: Routledge
ISBN: 1315519151
Category : Sports & Recreation
Languages : en
Pages : 134

Book Description
The rapid global growth of the sport industry has prompted the need for a more commercial approach to the management of sport clubs. This book is the first study of its kind to focus on the management of professional football clubs, providing a real-world insight into management principles and their practical application. The international commercialisation of football has led to a fundamental transformation of the industry’s management practices, given the financial rewards of success and the high price of failure. This book presents a critical examination of this transformation, questioning why clubs are increasingly adopting management strategies from other industries. Each chapter analyses the role played by a key leadership figure within a club, such as the owner, chief executive officer (CEO), chief financial officer (CFO), chief operating officer (COO), director of football (DoF), and head coach. Full of exclusive interviews, case studies and examples of best practice, this book sheds new light on the challenges of working in this extraordinarily high-pressure environment. Football Club Management: Insights from the Field is fascinating reading for all those working in or studying the management, marketing or administration of football.

Digitalization, Digital Transformation and Sustainability in the Global Economy

Author: Tim A. Herberger
Publisher: Springer Nature
ISBN: 303077340X
Category : Business & Economics
Languages : en
Pages : 185

Book Description
This book highlights the opportunities and risks of digitalization and digital transformation for our global economy at both the micro and macro level. Experts from various fields, presenting both scientific and practice-oriented perspectives, identify and critically analyse areas of tension and development potential in connection with new business models and sustainability efforts in our society. It is divided into four parts, the first of which highlights new technological advances in areas such as blockchain, cryptocurrencies and fintechs, and discusses the challenges they pose for public regulation. The second part illustrates digitalization’s effects on and potential advantages for public welfare, focusing on key areas such as education, health and smart cities. The third part focuses on challenges for corporate and public management, particularly for leadership and Corporate Social Responsibility, while the fourth part discusses new dimensions for analysis based on big data. The contributions gathered here are partly an outcome of the International Conference on Digitalization, Digital Transformation and Sustainability held in Budapest in October 2020 and generously supported by the Hanns Seidel Foundation.

Football Science and Performance Coaching

Author: Adam Owen
Publisher: Meyer & Meyer Sport
ISBN: 1782558934
Category : Sports & Recreation
Languages : en
Pages : 601

Book Description
In recent decades, the sporting landscape has seen many changes, notably the inclusion and professionalization of sport science and coaching. With this change has come significant demand for applied research surrounding soccer science and performance coaching, leading to new theory and methodology across all aspects of the game. This book brings together the most fundamental components of soccer science and performance coaching through modern, integrated coaching science methods implemented by leading practitioners and researchers. The expertise included in this book provides a unique blend of modern, soccer-specific research trends with innovative coaching theory, implemented at an elite level, and enhances the knowledge of coaches and medical and performance specialists, all while advocating an applied alternative to the development of players. Within each of the main sections—Prepare, Perform, Recover—leaders in the fields of applied sport science, sport and exercise science, sport psychology, sport nutrition, and strength and conditioning outline the best coaching and training methods, making this book a must-have for coaches and trainers seeking to augment their own understanding of what is required to enhance player development.