Conventional wisdom long held that big name, highly athletic hitters and young pitchers with rocket arms were the ticket to success. But Beane and his staff, buoyed by massive amounts of carefully interpreted statistical data, believed that wins could be had by more affordable methods such as hitters with high on-base percentage and pitchers who get lots of ground outs. Given this information and a tight budget, Beane defied tradition and his own scouting department to build winning teams of young affordable players and inexpensive castoff veterans. Lewis was in the room with the A's top management as they spent the summer of 2002 adding and subtracting players and he provides outstanding play-by-play. In the June player draft, Beane acquired nearly every prospect he coveted (few of whom were coveted by other teams) and at the July trading deadline he engaged in a tense battle of nerves to acquire a lefty reliever. Besides being one of the most insider accounts ever written about baseball, Moneyball is populated with fascinating characters. We meet Jeremy Brown, an overweight college catcher who most teams project to be a 15th round draft pick (Beane takes him in the first). Sidearm pitcher Chad Bradford is plucked from the White Sox triple-A club to be a key set-up man and catcher Scott Hatteberg is rebuilt as a first baseman. But the most interesting character is Beane himself. A speedy athletic can't-miss prospect who somehow missed, Beane reinvents himself as a front-office guru, relying on players completely unlike, say, Billy Beane. Lewis, one of the top nonfiction writers of his era (Liar's Poker, The New New Thing), offers highly accessible explanations of baseball stats and his roadmap of Beane's economic approach makes Moneyball an appealing reading experience for business people and sports fans alike. --John Moe

    He takes them to Chapel Street, where the club’s business is determined, and to America, where it is owned. He takes them into Anfield, where many of the most important moments are defined, and he takes them on to the pitches of the Premier League and the Champions League, as we revisit how Liverpool stormed their way to the top of the Premier League this season.

    You can't fully understand one without the other; and if you haven't got a sense of humour it's not worth even trying."My name's Tim Marshall and it's been a week since my last match. I support a football club. That's not just five words; it' s a life sentence."Why do so many of us attend football grounds, rain or shine, week in week out, to bellow at our fellow countrymen?Because we love it.Football chants are the grassroots of the game, from the Premier League all the way down to the Conference and beyond. They're funny. And they're sharp. And in the UK they run very deep.In this witty and insightful account, Tim Marshall tells the story of British football through the songs and chants that give it meaning.This is a book about the fans, written for the fans, with all the flair and banter that bring the beautiful game to life. No other sport has a culture quite like it.Comes with a special weblink so you can hear the chants online at FanChants.com

    Sunday lunchtime kick-offs. Absurd ticket prices. Non-black boots. Football's menu of ills is long. Where has the joy gone? Why do we bother? Saturday, 3pm offers a glorious antidote. It is here to remind you that football can still sing to your heart.Warm, heartfelt and witty, here are fifty short essays of prose poetry dedicated to what is good in the game. These are not wallowing nostalgia; they are things that remain sweet and right: seeing a ground from the train, brackets on vidiprinters, ball hitting bar, Jimmy Armfield's voice, listening to the results in a traffic jam, football towns and autograph-hunters. This is fan culture at its finest, words to transport you somewhere else and identify with, words to hide away in a pub and luxuriate in.Saturday, 3pm is a book of love letters to football and a clarion call, helping us find the romance in the game all over again.

    That's what Ben Lindbergh and Sam Miller got to do when the Sonoma Stompers, an independent minor-league team in California, offered them the chance to run the team's baseball operations according to the most advanced statistics. The Only Rule Is It Has to Work is unlike any other baseball tale you've ever read.We tag along as Lindbergh and Miller apply their number-crunching insights to all aspects of assembling and running a team. We meet colorful figures like general manager Theo Fightmaster and boundary-breakers like the first openly gay professional player and the first Japanese manager in American professional baseball. Even José Canseco makes a cameo appearance.Will sabermetrics bring the Stompers a championship, or will they fall on their face? Will the team have a competitive advantage or is the old folk wisdom really true after all? Will the players be able to maximize their talents and attract the attention of big-league scouts, or will this be a fast track to oblivion?It's a wild ride, as the authors' infectious enthusiasm and feel for the absurd make the Stompers' story one that will speak to numbers geeks and traditionalists alike. And it proves that you don't need a bat or a glove to make a genuine contribution to the game.

    Discussing everything from the leveling of the Twin Towers to the death of the sole survivor of that extraordinary match between British and German soldiers in 1915, one of South America’s greatest commentators issues forth on robotic soccer in Japan, the mass-production of the game as a sign of the decline of civilization, the amazing success of Senegal and Turkey, and how Nike beat Adidas.

    His soccer talent was spotted at a young age and, in 1985, he signed with City. Just three years later he was handed the team captaincy, becoming the youngest ever City captain. An international career soon beckoned and, after trying out for the England under–21 team, he was called up to the England training camp for Italia ’90. Despite missing out on a place in the final squad he suitably impressed the management, with Bobby Robson marking him as an England captain in the making. As a rising star Paul became a target for top clubs like Manchester United, Arsenal, Spurs, and Liverpool, but he always stayed loyal to his beloved club, deeming Maine Road the spiritual home at which his destiny lay. But then, in September 1990, disaster struck. Paul ruptured his crucial ligament and so began his nightmare. Neglected, ignored, and misunderstood by his club after a career–saving operation was irreversibly botched, Paul’s career began to fall apart. Watching from the sidelines as similarly injured players regained their fitness, he spiraled into a prolonged bout of severe depression. With a forced retirement from the game he adored, the death of his father, and the collapse of his marriage, Paul was left a broken man. Set against the backdrop of one of the world’s wealthiest football clubs at the end of their era at Maine Road, I'm Not Really Here is the powerful story of love, loss, and the cruel, irreparable damage of injury. It is a story of determination, spirit, resilience, and broken dreams.

    Football is how the world sees Brazil and Brazilians see themselves. The game symbolises racial harmony, flamboyance, youth, innovation and skill, and yet football is also a microcosm of Latin America's largest country and contains all of its contradictions. Travelling extensively from the Uruguayan border to the north-eastern backlands, from the coastal cities of Rio de Janeiro and Sao Paulo to the Amazon jungle, the author, Alex Bellos, shows how Brazil changed football and how football shaped Brazil. Bellos tells the stories behind the great players, like Pele and Garrincha, between the great teams, like Corinthians and Vasco de Gama, and the great matches, as well as extraordinary stories from people and pitches all over this country.

    They may even have a point. But to build something so successful, so popular, so inescapable, you've got to have mighty strong foundations.Prior to 1992, the old First Division was England's premier prize. Its rich tapestry winds back to 1888 and the formation of the Football League. A grand century-long tradition in danger of being lost in the wake of Premier League year zero.No more! In The Title Scott Murray tells the lively, cherry-picked story of English football through the prism of the First Division. Rich with humour yet underpinned with solid research, this is a glorious meander across our national sport's varied terrain.With as much about Burnley, Wolves, West Brom and Portsmouth as the likes of Arsenal, Liverpool and Manchester United, we learn the less well-known stories the sport has to tell, such as the plight of Glossop, the smallest club to ever play top-flight football, and final day drama involving Huddersfield and Cardiff that knocks Michael Thomas into a cocked hat. We bask in the managerial genius of Tom Watson, the bowler-hatted Victorian Mourinho; celebrate the joy of the Busby Babes; discover the shameless showmanship of George Allison; embark on righteous escapades with Hughie Gallacher; and meet some old favourites in Don Revie, Bill Shankly, Alex Ferguson and Brian Clough.At turns exciting, surprising, witty and bittersweet, The Title is a highly informed, fresh and affectionate love-letter to the English game, and a delight for any football fan.

    It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    In this lively and groundbreaking new book, economist Ian Ayres shows how today's best and brightest organizations are analyzing massive databases at lightening speed to provide greater insights into human behavior. They are the Super Crunchers. From internet sites like Google and Amazon that know your tastes better than you do, to a physician's diagnosis and your child's education, to boardrooms and government agencies, this new breed of decision makers are calling the shots. And they are delivering staggeringly accurate results. How can a football coach evaluate a player without ever seeing him play? Want to know whether the price of an airline ticket will go up or down before you buy? How can a formula outpredict wine experts in determining the best vintages? Super crunchers have the answers. In this brave new world of equation versus expertise, Ayres shows us the benefits and risks, who loses and who wins, and how super crunching can be used to help, not manipulate us.Gone are the days of solely relying on intuition to make decisions. No businessperson, consumer, or student who wants to stay ahead of the curve should make another keystroke without reading Super Crunchers.

    Douglas Hubbard helps us create a path to know the answer to almost any question in business, in science, or in life . . . Hubbard helps us by showing us that when we seek metrics to solve problems, we are really trying to know something better than we know it now. How to Measure Anything provides just the tools most of us need to measure anything better, to gain that insight, to make progress, and to succeed." -Peter Tippett, PhD, M.D. Chief Technology Officer at CyberTrust and inventor of the first antivirus software "Doug Hubbard has provided an easy-to-read, demystifying explanation of how managers can inform themselves to make less risky, more profitable business decisions. We encourage our clients to try his powerful, practical techniques." -Peter Schay EVP and COO of The Advisory Council "As a reader you soon realize that actually everything can be measured while learning how to measure only what matters. This book cuts through conventional cliches and business rhetoric and offers practical steps to using measurements as a tool for better decision making. Hubbard bridges the gaps to make college statistics relevant and valuable for business decisions." -Ray Gilbert EVP Lucent "This book is remarkable in its range of measurement applications and its clarity of style. A must-read for every professional who has ever exclaimed, 'Sure, that concept is important, but can we measure it?'" -Dr. Jack Stenner Cofounder and CEO of MetraMetrics, Inc.

      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

    This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.

    Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.