Theory and practice in the design of data graphics, 250 illustrations of the best (and a few of the worst) statistical graphics, with detailed analysis of how to display data for precise, effective, quick analysis. Design of the high-resolution displays, small multiples. Editing and improving graphics. The data-ink ratio. Time-series, relational graphics, data maps, multivariate designs. Detection of graphical deception: design variation vs. data variation. Sources of deception. Aesthetics and data graphical displays. This is the second edition of The Visual Display of Quantitative Information. Recently published, this new edition provides excellent color reproductions of the many graphics of William Playfair, adds color to other images, and includes all the changes and corrections accumulated during 17 printings of the first edition.

    As Oxford academic, he found fixed games statistics show more red cards (barely), early goals, and "nap"s. He suggests "more women and professional referees, better pensions and education benefits for players, an integrity unit in each soccer association made up of ex-policemen", and more. "Having heard all of this, you may choose to look the other way, but you can never again say that you did not know" - Wilberforce, 1789

    Now available in a revised paperback edition, this classic bestseller can change the way the game of tennis is played.

    For the first time, investigative journalist Brett Forrest takes us inside the underworld of one of organized crime's most profitable businesses—a $1 trillion annual international betting market, of which soccer comprises 70 percent.Forrest uncovered a web of nefarious dealings across the world, even on U.S. soil. As he found, no match is safe—not even the World Cup tournament—and law enforcement officials lack the resources to stop it. But one man has taken this criminal enterprise on: Chris Eaton, former head of security for FIFA. Now with the International Center for Sports Security in Qatar, this rough and tumble Australian and longtime Interpol cop has tracked down some of the biggest fixers and their financial backers and continues his mission to clean up the world's most popular sport.Filled with headline making revelations, The Big Fix is must reading for soccer fans and true crime aficionados.

    In the season prior to his arrival in 2008, the Atlanta Falcons had a 4-12 record and the franchise had never before achieved back-to-back winning seasons. Under Smith's leadership, the Falcons earned an 11-5 record in his first season and would go on to become perennial playoff and Super Bowl contenders earning Smith AP Coach of year in 2008 and voted Coach of Year by his peers in 2008, 2010 and 2012.You Win in the Locker Room First draws on the extraordinary experiences of Coach Mike Smith and Jon Gordon--consultant to numerous college and professional teams--to explore the seven powerful principles that any business, school, organization, or sports team can adopt to revitalize their organization.Step by step, the authors outline a strategy for building a thriving organization and provide a practical framework that give leaders the tools they need to create a great culture, lead with the right mindset, create strong relationships, improve teamwork, execute at a higher level, and avoid the pitfalls that sabotage far too many leaders and organizations.In addition to sharing what went right with the Falcons, Smith also transparently shares what went wrong his last two seasons and provides invaluable lessons leaders can take away from his victories, success, failures and mistakes.Whether it's an executive leadership team of a Fortune 500 company, a sports team, an emergency room team, military team, or a school team successful leaders coach their team and develop, mentor, encourage, and guide them. This not only improves the team, it improves the leaders and their relationships, connections, and organization.You Win in the Locker Room First offers a rare behind-the-scenes look at one of the most pressure packed leadership jobs on the planet and what leaders can learn from these experiences in order to build their own winning team.

    With a new foreword for the American edition. There may be no cultural practice more global than soccer. Rites of birth and marriage are infinitely diverse, but the rules of soccer are universal. No world religion can match its geographical scope. The single greatest simultaneous human collective experience is the World Cup final. In this extraordinary tour de force, David Goldblatt tells the full story of soccer's rise from chaotic folk ritual to the world's most popular sport-now poised to fully establish itself in the USA. Already celebrated internationally, The Ball Is Round illuminates soccer's role in the political and social histories of modern societies, but never loses sight of the beauty, joy, and excitement of the game itself.

    After an eventful sojourn among the Galacticos of Real Madrid he has savoured silverware at Arsenal, while in 2014 he lifted the World Cup with Germany.But his life and career have been a test of resilience. Growing up in Germany's Turkish community, he faced prejudice from those who claimed his dual identity would prevent him giving his all for the national team. Later came questions over a different type of commitment, the kind levelled against those, like Mesut Ozil, who excel in football's finer arts rather than relying simply on running and ruggedness. He has proved concerns on both these issues lack substance.In Gunning for Greatness, Mesut Ozil reveals the inside stories of his relationships with Jose Mourinho and Arsene Wenger, his quest to help the under-fire Frenchman restore Arsenal's pre-eminence - and how he silenced the sceptics by conquering the world.

    And lost a lot.One afternoon he added up how much he had squandered during the course of his professional career. It made for uncomfortable reading...Manchester United £60,000Newcastle United £1,102,000Blackburn Rovers £3,510,000Leicester City £1,050,000Sheffield United £670,000Bradford City £15,000 Glentoran £43,875Total (plus extras) £7,215,875That day seemed a world away from 1993 when he burst on to the scene as a fresh-faced young star with Manchester United. A dark-haired lad from the streets of Northern Ireland with a God-given talent, he was dubbed the new George Best.One of the famous Fergie fledglings, he made his debut aged just 17 before moving on to Kevin Keegan’s Newcastle where he came so close to landing a Premiership title winner’s medal. International caps piled up too. It was a thrilling adventure. Flying down the wing and sharing pitches and dressing rooms with legends, but behind the success and glamour, it was a different story.Like Best, Gillespie had a talent for self-destruction. He liked a drink and there were women but they weren’t causing a big problem – it was keeping hold of the millions he had earned from the game that ultimately proved his downfall.It wasn’t just about gambling. A nightmare ordeal during a training break in La Manga landed him in jail for a crime he did not commit. Then, in 2010, Gillespie became headline news again when a series of flawed business deals saw him declared bankrupt.How Not To Be A Football Millionaire is one of the most honest autobiographies you will read, about a player who lived the football life to the full.It tells a fascinating and moving human story of the darker side of the glory game. About winning and losing, fortune and fate, hope and heartache... About having the world at your feet and being left to ask yourself: ‘Where did it all go wrong?

    We cannot choose to avoid philosophy, we can only choose whether we understand it or not. Stefan Molyneux, host of Freedomain Radio – the largest and most popular philosophy show in the world, with over 600 million views and downloads – takes you on a spectacular journey through the most foundational philosophical questions of the ages, clearing up and clarifying the most thorny problems posed by philosophers throughout history: -How do we know what is real? -How do we know what is true? -How do we know what is right? -How do we know what is good? -How do we know we even have a choice? -How do we convince others? These are all questions that we – as individuals and societies – wrestle with every day. These questions have challenged, motivated and plagued mankind for thousands of years. “Essential Philosophy” answers these questions with rigourous, illuminating and entertaining logic, reasoning from deep first principles to spectacular final conclusions. There is no need for confusion, there is no need for despair, there is no need for fear – pick up this book now, absorb the true power of philosophy, and live a rational moral life to the fullest. And then, give “Essential Philosophy” to others, so that the world may one day live in reason and peace.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Written not from a post-crisis perspective – but from a preventative point of view – this book traces the development of financial derivatives from bonds to credit default swaps, and shows how mathematical formulas went beyond pricing to expand their use to the point where they dwarfed the real economy. You'll learn how the deadly allure of their ice-cold beauty has misled generations of economists and investors, and how continued reliance on these formulas can either assist future economic development, or send the global economy into the financial equivalent of a cardiac arrest. Rather than rehash tales of post-crisis fallout, this book focuses on preventing the next one. By exploring the heart of the shadow economy, you'll be better prepared to ride the rough waves of finance into the turbulent future. Delve into one of the world's least-understood but highest-impact industries Understand the key principles of quantitative finance and the evolution of the field Learn what quantitative finance has become, and how it affects us all Discover how the industry's next steps dictate the economy's future How do you create a quadrillion dollars out of nothing, blow it away and leave a hole so large that even years of "quantitative easing" can't fill it – and then go back to doing the same thing? Even amidst global recovery, the financial system still has the potential to seize up at any moment. The Money Formula explores the how and why of financial disaster, what must happen to prevent the next one.

    You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    The man whose Liverpool team won trophies at a rate-per-season that dwarfs Sir Alex Ferguson's achievements at Manchester United and who remains the only Briton to lead a team to three European Cups.From Wembley to Rome, Manchester to Madrid, Paisley's team was the one no one could touch. Working in a city which was on its knees, in deep post-industrial decline, still tainted by the 1981 Toxteth riots and in a state of open warfare with Margaret Thatcher, he delivered a golden era - never re-attained since - which made the city of Liverpool synonymous with success and won them supporters the world over. Yet, thirty years since Paisley died, the life and times of this shrewd, intelligent, visionary, modest football man have still never been fully explored and explained.Based on in-depth interviews with Paisley's family and many of the players whom he led to an extraordinary haul of honours between 1974 and 1983, Quiet Genius is the first biography to examine in depth the secrets of Paisley's success. It inspects his man-management strategies, his extraordinary eye for a good player, his uncanny ability to diagnose injuries in his own players and the opposition, and the wicked sense of humour which endeared him to so many. It explores the North-East mining community roots which he cherished, and considers his visionary outlook on the way the game would develop.Quiet Genius is the story of how one modest man accomplished more than any other football manager, found his attributes largely unrecorded and undervalued and, in keeping with the gentler ways of his generation, did not seem to mind. It reveals an individual who seemed out of keeping with the brash, celebrity sport football was becoming, and who succeeded on his own terms. Three decades on from his death, it is a football story that demands to be told.

    This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.Develop your understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyLearn topics not usually covered in an introductory course, such as Bayesian estimationImport data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data