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.

    But for some, the experience can be less sensory. Some, such as Ryan Spaeder and Kevin Reavy, live for baseball statistics. Stats give the game historical context and measurables for past, present, and predictive analysis.Incredible Baseball Stats helps tell unique baseball stories, showcasing extraordinary stats and facts in baseball history, through the 2015 season. For example, in 2015, the Nationals’ Bryce Harper broke out in a major way. He batted .330/.460/.649 with 42 home runs en route to his first MVP Award. It was his fourth MLB season, but he was still younger than NL Rookie of the Year Kris Bryant. He became the youngest player to lead the league in both on-base percentage and homers in the same season since Ty Cobb in 1909. Through 2015, he has a career .902 OPS (143 OPS+), the same OPS and adjusted OPS that Henry Aaron had through his first four seasons—and Hammerin’ Hank was nearly a year older!The authors have scoured the records for untold tales and looked at familiar ones with new statistical insights, to create Incredible Baseball Stats, a perfect book for baseball fans from coast to coast.Skyhorse Publishing, as well as our Sports Publishing imprint, are proud to publish a broad range of books for readers interested in sports—books about baseball, pro football, college football, pro and college basketball, hockey, or soccer, we have a book about your sport or your team.Whether you are a New York Yankees fan or hail from Red Sox nation; whether you are a die-hard Green Bay Packers or Dallas Cowboys fan; whether you root for the Kentucky Wildcats, Louisville Cardinals, UCLA Bruins, or Kansas Jayhawks; whether you route for the Boston Bruins, Toronto Maple Leafs, Montreal Canadiens, or Los Angeles Kings; we have a book for you. While not every title we publish becomes a New York Times bestseller or a national bestseller, we are committed to publishing books on subjects that are sometimes overlooked by other publishers and to authors whose work might not otherwise find a home.

    Hernandez provides commentary on two ball games in the 1993 season : a Philles-Braves match-up and an extra innings battle between the Tigers and the Yankees. [He] examines the overall strategies of the game and offers good analyses of fielding techniques, base stealing, lineups, umpiring etiquette, double-steal rundowns, hit-and-runs, signals, infield shifts and more. His most intense and incisive analysis, however, is saved for the psychology of the pitcher-hitter duels. No matter where you are watching, you will never again see the game in the same way."-- Playboy"Keith Hernandez, it turns out, is even smarter than we thought he was in the Mets' glory years. All the subtleties of baseball are revealed as the two games unfold. Mr. Hernandez's opinions and pet-peeves--intentional walks, early-inning sacrifices, throwing fastballs to prevent stolen bases, large gaps in the outfield, pitchers who 'nibble. nibble, nibble,"--are well thought out and clearly articulated. [He] is particularly strong in analyzing the cat-and-mouse game played between pitchers and hitters as the count shifts the odds back and forth."-- New York Times Book Review "An MVP of a guide to the national pastime from savvy 17-year veteran of the major leagues who remains an ardent fan in retirement. Hernandez came up with an angle that works to near perfection: tellingly detailed start-to-finish accounts of two games played midway through the 1993 baseball season."-- Kirkus Reviews(starred)

     In his car were the drugs the team needed if they were to have any chance of playing a competitive part in the 1998 Tour de France. The car was searched, he was immediately arrested and so the story that has been undermining the sport of cycling since the death of Tommy Simpson in 1967, finally broke. Imprisoned for sixteen days, sacked from the Festina team and ostracised from the sport to which he had dedicated his life, Willy Voet at last was able to tell the truth. His sensational story will change cycling forever.Cocaine, amphetamines, EPO, heroin - all these are now considered not optional but necessary, not to win but just to compete in the Tour de France. Details of how these drugs are obtained, mixed together to make cocktails, administered and concealed are all included in this graphic and uninhibited account of how drugs brought cycling to its knees.

    In twenty-four seasons pitcher Roger Clemens put together one of the greatest careers baseball has ever seen. Seven Cy Young Awards, two World Series championships, and 354 victories made him a lock for the Hall of Fame. But on December 13, 2007, the Mitchell Report laid waste to all that. Accusations that Clemens relied on steroids and human growth hormone provided and administered by his former trainer, Brian McNamee, have put Clemens in the crosshairs of a Justice Department investigation.Why did this happen? How did it happen? Who made the decisions that altered some lives and ruined others? How did a devastating culture of drugs, lies, sex, and cheating fester and grow throughout Major League Baseball's clubhouses? The answers are in these extraordinary pages.American Icon: The Fall of Roger Clemens and the Rise of Steroids in America’s Pastime is about much more than the downfall of a superstar. While the fascinating portrait of Clemens is certainly at the center of the action, the book takes us outside the white lines and inside the lives and dealings of sports executives, trainers, congressmen, lawyers, drug dealers, groupies, a porn star, and even a murderer—all of whom have ties to this saga. Four superb investigative journalists have spent years uncovering the truth, and at the heart of their investigation is a behind-the-scenes portrait of the maneuvering and strategies in the legal war between Clemens and his accuser, McNamee.This compelling story is the strongest examination yet of the rise of illegal drugs in America’s favorite sport, the gym-rat culture in Texas that has played such an important role in spreading those drugs, and the way Congress has dealt with the entire issue. Andy Pettitte, Jose Canseco, Alex Rodriguez, and Chuck Knoblauch are just a few of the other players whose moving and sometimes disturbing stories are illuminated here as well. The New York Daily News Sports Investigative Team has written the definitive book on corruption and the steroids era in Major League Baseball. In doing so, they have managed to dig beneath the disillusion and disappointment to give us a stirring look at heroes who all too often live unheroic shadow lives.

     Cassius Clay Jr. The Greatest. The Louisville Lip. The People’s Champion. Muhammad Ali. All are names for one of the greatest boxers of all time. Muhammad Ali lived a life that produced some of the most notable boxing matches ever. He also had battles outside of the boxing ring—battles that included fighting with the federal government for his freedom as well as fighting against his debilitating Parkinson’s disease. Inside you will read about... ✓ Growing up in the Jim Crow South ✓ Becoming the Greatest ✓ The King of Trash Talk ✓ Refusing to Join the Vietnam War ✓ Politics and Parkinson’s ✓ Personal Life and Marriages And much more! You’re about to embark on a journey of greatness. Dive into the life of one of the greatest athletes ever to grace the boxing ring, Muhammad Ali. Ali’s life wasn’t perfect—it was full of twists and turns and conflicts, inside and outside the ring. But his life was truly meaningful, and it made Muhammad Ali worthy of the title he often used to describe himself, “The Greatest.”

    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.

    By investigating previously unknown sources, the book uncovers the real story of how baseball evolved from a gentleman's amateur sport of well-bred play followed by well-laden banquet tables into a professional sport where big leagues operate under their own laws. Offering countless anecdotes and a wealth of new information, the authors explode many cherished myths, including the one which claims that Abner Doubleday invented baseball in 1839. They describe the influence of baseball on American business, manners, morals, social institutions, and even show business, as well as depicting the types of men who became the first professional ball players, club owners, and managers, including Spalding, McGraw, Comiskey, and Connie Mack.Note: On August 2, 2010, Oxford University Press made public that it would credit Dorothy Seymour Mills as co-author of the three baseball histories previously authored solely by her late husband, Harold Seymour. The Seymours collaborated on Baseball: The Early Years (1960), Baseball: The Golden Age (1971) and Baseball: The People's Game (1991).

    But for Cubs fans, "never say die" is a way of life. And Kevin Kaduk is no exception-so much so that in a fit of loyalty to his "Lovable Losers," he quit his job as a sportswriter in Kansas City and moved back to the Windy City on a quest to find the heart and soul of what has come to be known as "Wrigleyville"-the idiosyncratic neighborhood that has sprung up around Wrigley Field." This is a rollicking adventure of baseball, blind faith, and America's pastime as it's played in America's heartland.

    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

    But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

    In Dataclysm, Christian Rudder uses it to show us who we truly are.   For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers.   In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible.   Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.

    But three? It's enough to make you believe in the supernatural. The Cleveland Indians were surely tempting the fates when they traded away Rocky Colavito. He was young, strong, rugged, popular, and coming off back-to-back 40 home run/100 RBI seasons. He was the type of player you just don't trade, especially not for a three-years-older singles hitter, even if Harvey Kuenn had just won the American League batting title. Frank Lane's blunder could be expected to hurt the Tribe's pennant chances for a while. But for a generation? In the thirteen years before the trade, the Indians finished above .500 twelve times, and were first, second, or third in the league nine times. In the thirty-three years since the trade, they've finished above .500 six times, and were in the top three in their league just once (never finishing as high as third in their division). With the sharp-edged wit and keen eye for detail that have made him Cleveland's favorite sportswriter, Terry Pluto looks at the strange goings-on of the past thirty-plus years, unusual occurrences that could only be the result of some cosmic plan. Other teams lose players to injuries; the Indians lose them to alcoholism (Sam McDowell), a nervous breakdown (Tony Horton), and the pro golf tour (Ken Harrelson - okay, so it was only for a little while). Other teams bask in the glow when a young star plays in the All-Star Game in his first full season; the Indians saw catcher Ray Fosse's career derailed by a homeplate collision with Pete Rose in the 1970 midsummer classic. Other teams make deals to improve the ballclub; the Indians had to trade young Dennis Eckersley because his wife had fallen in love with hisbest friend and teammate, Rick Manning. Through long years of trials and tribulations that would have tested Job, the Indians' faithful have continued to come to huge, drafty Cleveland Stadium. Pluto understands the fierce attachment Tribe fans feel for their team, because he's

    Most of the time this math works quietly behind the scenes . . . until it doesn't. All sorts of seemingly innocuous mathematical mistakes can have significant consequences.Math is easy to ignore until a misplaced decimal point upends the stock market, a unit conversion error causes a plane to crash, or someone divides by zero and stalls a battleship in the middle of the ocean.Exploring and explaining a litany of glitches, near misses, and mathematical mishaps involving the internet, big data, elections, street signs, lotteries, the Roman Empire, and an Olympic team, Matt Parker uncovers the bizarre ways math trips us up, and what this reveals about its essential place in our world. Getting it wrong has never been more fun.

    In 1968, two remarkable pitchers would dominate the game as well as the broadsheets. One was black, the other white. Bob Gibson, together with the St. Louis Cardinals, embodied an entire generation's hope for integration at a heated moment in American history. Denny McLain, his adversary, was a crass self-promoter who eschewed the team charter and his Detroit Tigers teammates to zip cross-country in his own plane. For one season, the nation watched as these two men and their teams swept their respective league championships to meet at the World Series. Gibson set a major league record that year with a 1.12 ERA. McLain won more than 30 games in 1968, a feat not achieved since 1934 and untouched since. Together, the two have come to stand as iconic symbols, giving the fans “The Year of the Pitcher” and changing the game. Evoking a nostalgic season and its incredible characters, this is the story of one of the great rivalries in sports and an indelible portrait of the national pastime during a turbulent year—and the two men who electrified fans from all walks of life.