Data Analytics In Professional Soccer

Author : Daniel Link
Publisher : Springer
ISBN 13 : 3658211776
Total Pages : 123 pages
Book Rating : 4.76/5 ( download)

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Download or read book Data Analytics in Professional Soccer written by Daniel Link and published by Springer. This book was released on 2018-02-16 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Daniel Memmert
Publisher : Taylor & Francis
ISBN 13 : 1003817041
Total Pages : 212 pages
Book Rating : 4.48/5 ( download)

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Download or read book Data Analytics in Football written by Daniel Memmert and published by Taylor & Francis. This book was released on 2023-12-22 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Daniel Memmert
Publisher : Routledge
ISBN 13 : 1351210149
Total Pages : 247 pages
Book Rating : 4.40/5 ( download)

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Download or read book Data Analytics in Football written by Daniel Memmert and published by Routledge. This book was released on 2018-05-30 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Thomas W. Miller
Publisher : FT Press
ISBN 13 : 0133887413
Total Pages : 576 pages
Book Rating : 4.19/5 ( download)

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Download or read book Sports Analytics and Data Science written by Thomas W. Miller and published by FT Press. This book was released on 2015-11-18 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. This up-to-the-minute reference will help you master all three facets of sports analytics — and use it to win! Sports Analytics and Data Science is the most accessible and practical guide to sports analytics for everyone who cares about winning and everyone who is interested in data science. You’ll discover how successful sports analytics blends business and sports savvy, modern information technology, and sophisticated modeling techniques. You’ll master the discipline through realistic sports vignettes and intuitive data visualizations–not complex math. Every chapter focuses on one key sports analytics application. Miller guides you through assessing players and teams, predicting scores and making game-day decisions, crafting brands and marketing messages, increasing revenue and profitability, and much more. Step by step, you’ll learn how analysts transform raw data and analytical models into wins: both on the field and in any sports business.

Author : Chest Dugger
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781985847217
Total Pages : 62 pages
Book Rating : 4.13/5 ( download)

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Download or read book Soccer Analytics written by Chest Dugger and published by Createspace Independent Publishing Platform. This book was released on 2018-02-24 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you love soccer and want to get better in a systematic manner? Or have you ever wondered how top level coaches and players think about the game at the top level? This book is your answer. Analytics are playing an increasing role in the world of soccer. The days of gut instinct representing the main tactic in a game are passing, and a more calculated approach is being applied to coaching and playing. This has the advantage of providing a secure base on which coaches and players can apply their bits of skill, their touches of magic that can turn a game. This book will explain what soccer analytics are, and how they work in a game. It will analyse different parts of play during a game and provide ideas and details around how analytics can improve a team during various passages of play. It will show that it is possible to carry out analytics without recourse to expensive software and the kind of backroom team that is only possible in the higher levels of the professional game. Here's What's Included In This Book: How Analytics are Used in Soccer Team Formation Analytics Attacking Set Play Analytics Defensive Set Play Analytics Player Performance Analytics Player Injury Analytics Player Combination Analytics Scroll up and download now.

Author : C. Keith Harrison
Publisher : CRC Press
ISBN 13 : 1498761275
Total Pages : 260 pages
Book Rating : 4.77/5 ( download)

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Download or read book Sport Business Analytics written by C. Keith Harrison and published by CRC Press. This book was released on 2016-11-18 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing and implementing a systematic analytics strategy can result in a sustainable competitive advantage within the sport business industry. This timely and relevant book provides practical strategies to collect data and then convert that data into meaningful, value-added information and actionable insights. Its primary objective is to help sport business organizations utilize data-driven decision-making to generate optimal revenue from such areas as ticket sales and corporate partnerships. To that end, the book includes in-depth case studies from such leading sports organizations as the Orlando Magic, Tampa Bay Buccaneers, Duke University, and the Aspire Group. The core purpose of sport business analytics is to convert raw data into information that enables sport business professionals to make strategic business decisions that result in improved company financial performance and a measurable and sustainable competitive advantage. Readers will learn about the role of big data and analytics in: Ticket pricing Season ticket member retention Fan engagement Sponsorship valuation Customer relationship management Digital marketing Market research Data visualization. This book examines changes in the ticketing marketplace and spotlights innovative ticketing strategies used in various sport organizations. It shows how to engage fans with social media and digital analytics, presents techniques to analyze engagement and marketing strategies, and explains how to utilize analytics to leverage fan engagement to enhance revenue for sport organizations. Filled with insightful case studies, this book benefits both sports business professionals and students. The concluding chapter on teaching sport analytics further enhances its value to academics.

Author : Ian Franks
Publisher : Meyer & Meyer Sport
ISBN 13 : 178255081X
Total Pages : 348 pages
Book Rating : 4.15/5 ( download)

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Download or read book Soccer Analytics written by Ian Franks and published by Meyer & Meyer Sport. This book was released on 2016-08-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Match analysis in soccer has become more and more important in recent years. Nowadays, no professional soccer club plays a single match without having analyzed their own and their opponents’ matches to find the best possible match plan and maximize their success. In this book, Ian M. Franks and Mike Hughes explore soccer analyses and use the results to develop realistic, progressive practices to improve the performance of the individual players and the team. Research from human decision making and motor skill acquisition is directly applied to the coaching process and technical and tactical practices are designed to accommodate these findings. Not only is the players’ behavior during practice and matches analyzed but the coaches’ as well. This helps evaluate different coaching practices to find your ideal coaching style. Any coach reading this book will find help in developing and improving their coaching. Anyone who wishes to delve more into the science of soccer analysis will find ample material as well as a comprehensive bibliography to better understand the science of soccer!

Author : Christoph Biermann
Publisher : Kings Road Publishing
ISBN 13 : 1788702352
Total Pages : 289 pages
Book Rating : 4.55/5 ( download)

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Download or read book Football Hackers written by Christoph Biermann and published by Kings Road Publishing. This book was released on 2019-05-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Chest Dugger
Publisher : Abiprod Pty Limited
ISBN 13 : 9781922462435
Total Pages : 132 pages
Book Rating : 4.38/5 ( download)

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Download or read book The Numbers Behind Success in Soccer written by Chest Dugger and published by Abiprod Pty Limited. This book was released on 2020-09-17 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: What's behind the success of certain professional soccer clubs? Is it money, luck, skill? The answer may surprise you.. The use of analytics in sport is now well embedded. 'Marginal gains', the bedrock upon which the cycling coach Dave Brailsford built his greatest successes are cornerstones of most sports nowadays. But, until recently, that did not apply to the biggest sport in the world. Not in soccer. It was as though this simplest of sports is too complicated for statistics. Or that only one statistic counts, the number of times the ball hits the back of the net. 'The only statistic that counts, ' there's an often used and annoying stock term. However, in the last 10 years, professional soccer clubs of all levels of wealth and stature have bought into analytics. Data analysts are now a major part of every top professional club. They interact with players, advise coaches, examine the strengths and weaknesses of teams, establish likely tactical organization of different sides; even focus on what a referee might allow and penalize. Here's what's Included In This Book: The reasons why top spending clubs like PSG and Manchester City don't always win How Analytics has helped Leicester City overcome the poverty gap in Soccer How Analytics has revolutionizing soccer training sessions and pre-match strategy sessions 3 Players who were chosen by professional soccer clubs using Analytics How Modern Analytics fared doing Soccer Predictions for the 2018 World Cup Analytics settles the great debate: Messi vs Ronaldo And much more Even if you've never played soccer in your life, you will find this book informative and engaging.

Author : Clive Beggs
Publisher : CRC Press
ISBN 13 : 1003825338
Total Pages : 397 pages
Book Rating : 4.33/5 ( download)

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Download or read book Soccer Analytics written by Clive Beggs and published by CRC Press. This book was released on 2024-03-11 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sports analytics is on the rise, with top soccer clubs, bookmakers, and broadcasters all employing statisticians and data scientists to gain an edge over their competitors. Many popular books have been written exploring the mathematics of soccer. However, few supply details on how soccer data can be analysed in real-life. The book addresses this issue via a practical route one approach designed to show readers how to successfully tackle a range of soccer related problems using the easy-to-learn computer language R. Through a series of easy-to-follow examples, the book explains how R can be used to: Download and edit soccer data Produce graphics and statistics Predict match outcomes and final league positions Formulate betting strategies Rank teams Construct passing networks Assess match play Soccer Analytics: An Introduction Using R is a comprehensive introduction to soccer analytics aimed at all those interested in analysing soccer data, be they fans, gamblers, coaches, sports scientists, or data scientists and statisticians wishing to pursue a career in professional soccer. It aims to equip the reader with the knowledge and skills required to confidently analyse soccer data using R, all in a few easy lessons.