Data Analytics in Football

Data Analytics in Football PDF

Author: Daniel Memmert

Publisher: Routledge

Published: 2018-05-30

Total Pages: 247

ISBN-13: 1351210149

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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

Football Hackers PDF

Author: Christoph Biermann

Publisher: Kings Road Publishing

Published: 2019-05-30

Total Pages: 289

ISBN-13: 1788702352

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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

The Numbers Game

The Numbers Game PDF

Author: Chris Anderson

Publisher: Penguin

Published: 2013-07-30

Total Pages: 402

ISBN-13: 0143124560

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Moneyball meets Freakonomics in this myth-busting guide to understanding—and winning—the most popular sport on the planet. Innovation is coming to soccer, and at the center of it all are the numbers—a way of thinking about the game that ignores the obvious in favor of how things actually are. In The Numbers Game, Chris Anderson, a former professional goalkeeper turned soccer statistics guru, teams up with behavioral analyst David Sally to uncover the numbers that really matter when it comes to predicting a winner. Investigating basic but profound questions—How valuable are corners? Which goal matters most? Is possession really nine-tenths of the law? How should a player’s value be judged?—they deliver an incisive, revolutionary new way of watching and understanding soccer.

Modern Dystopian Fiction and Political Thought

Modern Dystopian Fiction and Political Thought PDF

Author: Adam Stock

Publisher: Routledge

Published: 2018-10-16

Total Pages: 224

ISBN-13: 131732692X

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Over the past few years, ‘dystopia’ has become a word with increasing cultural currency. This volume argues that we live in dystopian times, and more specifically that a genre of fiction called "dystopia" has, above others, achieved symbolic cultural value in representing fears and anxieties about the future. As such, dystopian fictions do not merely mirror what is happening in the world: in becoming such a ready referent for discussions about such varied topics as governance, popular culture, security, structural discrimination, environmental disasters and beyond, the narrative conventions and generic tropes of dystopian fiction affect the ways in which we grapple with contemporary political problems, economic anxieties and social fears. The volume addresses the development of the narrative methods and generic conventions of dystopian fiction as a mode of socio-political critique across the first half of the twentieth century. It examines how a series of texts from an age of political extremes contributed to political discourse and rhetoric both in its contemporary setting and in the terms in which we increasingly cast our cultural anxieties. Focusing on interactions between temporality, spatiality and narrative, the analysis unpicks how the dystopian interacts with social and political events, debates and ideas, Stock evaluates modern dystopian fiction as a historically responsive mode of political literature. He argues that amid the terrors and upheavals of the first half of the twentieth century, dystopian fiction provided a unique space for writers to engage with historical and contemporary political thought in a mode that had popular cultural appeal. Combining literary analysis informed by critical theory and the history of political thought with archival-based historical research, this volume works to shed new light on the intersection of popular culture and world politics. It will be of interest to students and scholars in literary studies, cultural and intellectual history, politics and international relations.

Right Game

Right Game PDF

Author: Adam Brandenburger

Publisher: Harvard Business Review Press

Published: 2009-10-01

Total Pages: 104

ISBN-13: 1633691292

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Business is like war: The best combatant wins while the worst loses, right? Not necessarily. Companies can succeed spectacularly without destroying others. And they can lose miserably after competing well. Exceptional businesses win by actively shaping the game they're playing, not playing the game they find. The Right Game shows you how to do this—by altering who's competing, what value each player brings to the table, and which rules and tactics players use. Since 1922, Harvard Business Review has been a leading source of breakthrough ideas in management practice. The Harvard Business Review Classics series now offers you the opportunity to make these seminal pieces a part of your permanent management library. Each highly readable volume contains a groundbreaking idea that continues to shape best practices and inspire countless managers around the world.

The Expected Goals Philosophy

The Expected Goals Philosophy PDF

Author: James Tippett

Publisher:

Published: 2019-11-08

Total Pages: 222

ISBN-13: 9781089883180

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The Expected Goals method is football's best-kept secret. The metric gives unparalleled insight into which teams and players are performing at the highest level. Professional gamblers have used Expected Goals to make millions through football betting. Club scouts have used Expected Goals to identify hidden gems in the transfer market. And the media have recently started using Expected Goals to offer more profound insight in their broadcasts. Despite this, most ordinary fans still don't understand what the Expected Goals method is - or appreciate the significant impact that it is set to have on the sport in coming years. Expected Goals (otherwise known as xG) was originally conjured up by a small corner of the online football analytics community. It didn't take long for professional gamblers to begin using xG to predict match outcomes. These bettors utilised the Expected Goals method to turn over hundreds of millions of pounds from the bookmakers. Before long, football clubs had caught on to the ground-breaking insight given by xG. Brentford FC were leaders in this field, managing to assemble a Play-Off-reaching squad on a shoe-string budget. In the last five years, the small West London side have turned over more than £100m in transfer revenue from their use of the Expected Goals method in player recruitment. More recently, the Expected Goals method has been adopted by the media as a form of insight. Fans are finally catching on to the pioneering means of football analysis. Soon enough, anyone who doesn't understand the Expected Goals philosophy will be left behind. "This book will make you watch football differently" - Tobias Pedersen "Possibly the most ground-breaking football book ever written" - Football Impact "A brilliant account of the history and future of Expected Goals" - StatShot

Sophie's World

Sophie's World PDF

Author: Jostein Gaarder

Publisher: Farrar, Straus and Giroux

Published: 2007-03-20

Total Pages: 544

ISBN-13: 1466804270

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One day Sophie comes home from school to find two questions in her mail: "Who are you?" and "Where does the world come from?" Before she knows it she is enrolled in a correspondence course with a mysterious philosopher. Thus begins Jostein Gaarder's unique novel, which is not only a mystery, but also a complete and entertaining history of philosophy.

Soccer Analytics

Soccer Analytics PDF

Author: Ian Franks

Publisher: Meyer & Meyer Sport

Published: 2016-08-29

Total Pages: 348

ISBN-13: 178255081X

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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!

Soccermatics

Soccermatics PDF

Author: David Sumpter

Publisher: Bloomsbury Publishing

Published: 2016-05-05

Total Pages: 288

ISBN-13: 1472924150

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'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.

Model Rules of Professional Conduct

Model Rules of Professional Conduct PDF

Author: American Bar Association. House of Delegates

Publisher: American Bar Association

Published: 2007

Total Pages: 216

ISBN-13: 9781590318737

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The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.