Big Data Baseball

Author : Travis Sawchik
Publisher : Flatiron Books
ISBN 13 : 9781250094254
Total Pages : 0 pages
Book Rating : 4.59/5 ( download)

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Download or read book Big Data Baseball written by Travis Sawchik and published by Flatiron Books. This book was released on 2016-05-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Baseball provides a behind-the-scenes look at how the Pittsburgh Pirates used big data strategies to end the longest losing streak in North American pro sports history. New York Times Bestseller After twenty consecutive losing seasons for the Pittsburgh Pirates, team morale was low, the club’s payroll ranked near the bottom of the sport, game attendance was down, and the city was becoming increasingly disenchanted with its team. Big Data Baseball is the story of how the 2013 Pirates, mired in the longest losing streak in North American pro sports history, adopted drastic big-data strategies to end the drought, make the playoffs, and turn around the franchise’s fortunes. Big Data Baseball is Moneyball for a new generation. Award-winning journalist Travis Sawchik takes you behind the scenes to expertly weave together the stories of the key figures who changed the way the Pirates played the game, revealing how a culture of collaboration and creativity flourished as whiz-kid analysts worked alongside graybeard coaches to revolutionize the sport and uncover groundbreaking insights for how to win more games without spending a dime. From pitch framing to on-field shifts, this entertaining and enlightening underdog story closely examines baseball’s burgeoning big data movement and demonstrates how the millions of data points which aren’t immediately visible to players and spectators, are the bit of magic that led the Pirates to finish the 2013 season in second place and brought an end to a twenty-year losing streak.

Author : Travis Sawchik
Publisher : Macmillan + ORM
ISBN 13 : 1250063515
Total Pages : 235 pages
Book Rating : 4.19/5 ( download)

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Download or read book Big Data Baseball written by Travis Sawchik and published by Macmillan + ORM. This book was released on 2015-05-19 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Baseball provides a behind-the-scenes look at how the Pittsburgh Pirates used big data strategies to end the longest losing streak in North American pro sports history. New York Times Bestseller After twenty consecutive losing seasons for the Pittsburgh Pirates, team morale was low, the club’s payroll ranked near the bottom of the sport, game attendance was down, and the city was becoming increasingly disenchanted with its team. Big Data Baseball is the story of how the 2013 Pirates, mired in the longest losing streak in North American pro sports history, adopted drastic big-data strategies to end the drought, make the playoffs, and turn around the franchise’s fortunes. Big Data Baseball is Moneyball for a new generation. Award-winning journalist Travis Sawchik takes you behind the scenes to expertly weave together the stories of the key figures who changed the way the Pirates played the game, revealing how a culture of collaboration and creativity flourished as whiz-kid analysts worked alongside graybeard coaches to revolutionize the sport and uncover groundbreaking insights for how to win more games without spending a dime. From pitch framing to on-field shifts, this entertaining and enlightening underdog story closely examines baseball’s burgeoning big data movement and demonstrates how the millions of data points which aren’t immediately visible to players and spectators, are the bit of magic that led the Pirates to finish the 2013 season in second place and brought an end to a twenty-year losing streak.

Author : Peter S. Horvitz
Publisher : SP Books
ISBN 13 : 9781561719730
Total Pages : 292 pages
Book Rating : 4.30/5 ( download)

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Download or read book The Big Book of Jewish Baseball written by Peter S. Horvitz and published by SP Books. This book was released on 2001 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive, encyclopaedic work devoted exclusively to every Jewish contributor, large and small, to Major League Baseball. Its packed with: Rare photographs of players on and off the field; Full player statistics; Rare memorabilia; Exclusive original interviews. Jews who impacted upon the Great American Pastime extend far beyond the record strikeouts and round trippers of the legendary Sandy Koufax and Hank Greenberg. And there are scores of ballplayers like Lipman Pike, Shawn Green, Cal Abrams and Eddie Zosky whose little-known Baseball stories will touch or amuse readers of any background. Beyond life-time batting averages, there are intriguing players like catcher Moe Berg who served his country as a secret agent during WWII. While the tragic life of Bruce Gardner may bring tears to readers eyes, the exploits of 'Clown Princes' Al Schact and Max Patkin will have fans rolling with laughter. Nowhere else will one read tributes to great Jewish baseball executives and owners whose vision built some of historys most successful teams. Al Rosen may have gone from the All-Star team to the front-office Hall of Fame, but some of the most famous self-made success stories of this century honed their competitive spirit on the stickball courts of Jewish ghettos. This one-of-a-kind book will be much-in-demand by both baseball and Judaica book buyers.

Author : Ben Lindbergh
Publisher : Basic Books
ISBN 13 : 1541698959
Total Pages : 428 pages
Book Rating : 4.56/5 ( download)

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Download or read book The MVP Machine written by Ben Lindbergh and published by Basic Books. This book was released on 2019-06-04 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Move over, Moneyball -- this New York Times bestseller examines major league baseball's next cutting-edge revolution: the high-tech quest to build better players. As bestselling authors Ben Lindbergh and Travis Sawchik reveal in The MVP Machine, the Moneyball era is over. Fifteen years after Michael Lewis brought the Oakland Athletics' groundbreaking team-building strategies to light, every front office takes a data-driven approach to evaluating players, and the league's smarter teams no longer have a huge advantage in valuing past performance. Lindbergh and Sawchik's behind-the-scenes reporting reveals: How undersized afterthoughts José Altuve and Mookie Betts became big sluggers and MVPs How polarizing pitcher Trevor Bauer made himself a Cy Young contender How new analytical tools have overturned traditional pitching and hitting techniques How a wave of young talent is making MLB both better than ever and arguably worse to watch Instead of out-drafting, out-signing, and out-trading their rivals, baseball's best minds have turned to out-developing opponents, gaining greater edges than ever by perfecting prospects and eking extra runs out of older athletes who were once written off. Lindbergh and Sawchik take us inside the transformation of former fringe hitters into home-run kings, show how washed-up pitchers have emerged as aces, and document how coaching and scouting are being turned upside down. The MVP Machine charts the future of a sport and offers a lesson that goes beyond baseball: Success stems not from focusing on finished products, but from making the most of untapped potential.

Author : Max Marchi
Publisher : CRC Press
ISBN 13 : 1351107070
Total Pages : 318 pages
Book Rating : 4.75/5 ( download)

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Download or read book Analyzing Baseball Data with R, Second Edition written by Max Marchi and published by CRC Press. This book was released on 2018-11-19 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing Baseball Data with R Second Edition introduces R to sabermetricians, baseball enthusiasts, and students interested in exploring the richness of baseball data. It equips you with the necessary skills and software tools to perform all the analysis steps, from importing the data to transforming them into an appropriate format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the ggplot2 graphics functions and employ a tidyverse-friendly workflow throughout. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, catcher framing, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and launch angles and exit velocities. All the datasets and R code used in the text are available online. New to the second edition are a systematic adoption of the tidyverse and incorporation of Statcast player tracking data (made available by Baseball Savant). All code from the first edition has been revised according to the principles of the tidyverse. Tidyverse packages, including dplyr, ggplot2, tidyr, purrr, and broom are emphasized throughout the book. Two entirely new chapters are made possible by the availability of Statcast data: one explores the notion of catcher framing ability, and the other uses launch angle and exit velocity to estimate the probability of a home run. Through the book’s various examples, you will learn about modern sabermetrics and how to conduct your own baseball analyses. Max Marchi is a Baseball Analytics Analyst for the Cleveland Indians. He was a regular contributor to The Hardball Times and Baseball Prospectus websites and previously consulted for other MLB clubs. Jim Albert is a Distinguished University Professor of statistics at Bowling Green State University. He has authored or coauthored several books including Curve Ball and Visualizing Baseball and was the editor of the Journal of Quantitative Analysis of Sports. Ben Baumer is an assistant professor of statistical & data sciences at Smith College. Previously a statistical analyst for the New York Mets, he is a co-author of The Sabermetric Revolution and Modern Data Science with R.

Author : Paola Zuccolotto
Publisher : CRC Press
ISBN 13 : 0429894260
Total Pages : 245 pages
Book Rating : 4.68/5 ( download)

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Download or read book Basketball Data Science written by Paola Zuccolotto and published by CRC Press. This book was released on 2020-01-03 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using data from one season of NBA games, Basketball Data Science: With Applications in R is the perfect book for anyone interested in learning and applying data analytics in basketball. Whether assessing the spatial performance of an NBA player's shots or doing an analysis of the impact of high pressure game situations on the probability of scoring, this book discusses a variety of case studies and hands-on examples using a custom R package. The codes are supplied so readers can reproduce the analyses themselves or create their own. Assuming a basic statistical knowledge, Basketball Data Science with R is suitable for students, technicians, coaches, data analysts and applied researchers. Features: One of the first books to provide statistical and data mining methods for the growing field of analytics in basketball Presents tools for modelling graphs and figures to visualize the data Includes real world case studies and examples, such as estimations of scoring probability using the Golden State Warriors as a test case Provides the source code and data so readers can do their own analyses on NBA teams and players

Author : Brad Herzog
Publisher : Sleeping Bear Press
ISBN 13 : 1585365971
Total Pages : 40 pages
Book Rating : 4.75/5 ( download)

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Download or read book Full Count written by Brad Herzog and published by Sleeping Bear Press. This book was released on 2011-03-04 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following his H is for Home Run: A Baseball Alphabet, Brad Herzog once again steps to the plate to bring the game of baseball to fans of every age. Using numbers as its backdrop, Full Count: A Baseball Number Book goes behind the batter's box and into the dugout to explain game basics and showcase historic moments. Starting with the signal for a fastball (1), to the miles-per-hour speed on some of the fastest pitches ever thrown (100+), Full Count counts out the players, the plays, and pulse-stopping moments in America's favorite sport. Brad Herzog has won several awards from the Council for the Advancement and Support of Education. He has published more than two dozen books, including his sports alphabet books, H is for Home Run: A Baseball Alphabet and K is for Kick: A Soccer Alphabet. Brad lives on California's Monterey Peninsula. Following successful careers as a commercial illustrator and a wildlife artist, Bruce Langton started illustrating children's books. His books include P is for Putt: A Golf Alphabet and Win One for the Gipper: America's Football Hero. Bruce lives in Granger, Indiana.

Author : Major League Baseball
Publisher : Fenn-M&S
ISBN 13 : 9780771057342
Total Pages : 0 pages
Book Rating : 4.42/5 ( download)

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Download or read book The Major League Baseball Ultimate Book of Records written by Major League Baseball and published by Fenn-M&S. This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collects such baseball records as most grand slams in a season, highest attendance in a single season, most strikeouts in a rookie season, and most World Series hits.

Author : Richard D. Cramer
Publisher : U of Nebraska Press
ISBN 13 : 1496212053
Total Pages : 254 pages
Book Rating : 4.54/5 ( download)

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Download or read book When Big Data Was Small written by Richard D. Cramer and published by U of Nebraska Press. This book was released on 2019-05-01 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Richard D. Cramer has been doing baseball analytics for just about as long as anyone alive, even before the term “sabermetrics” existed. He started analyzing baseball statistics as a hobby in the mid-1960s, not long after graduating from Harvard and MIT. He was a research scientist for SmithKline and in his spare time used his work computer to test his theories about baseball statistics. One of his earliest discoveries was that clutch hitting—then one of the most sacred pieces of received wisdom in the game—didn’t really exist. In When Big Data Was Small Cramer recounts his life and remarkable contributions to baseball knowledge. In 1971 Cramer learned about the Society for American Baseball Research (SABR) and began working with Pete Palmer, whose statistical work is credited with providing the foundation on which SABR is built. Cramer cofounded STATS Inc. and began working with the Houston Astros, Oakland A’s, Yankees, and White Sox, with the help of his new Apple II computer. Yet for Cramer baseball was always a side interest, even if a very intense one for most of the last forty years. His main occupation, which involved other “big data” activities, was that of a chemist who pioneered the use of specialized analytics, often known as computer-aided drug discovery, to help guide the development of pharmaceutical drugs. After a decade-long hiatus, Cramer returned to baseball analytics in 2004 and has done important work with Retrosheet since then. When Big Data Was Small is the story of the earliest days of baseball analytics and computer-aided drug discovery.

Author : Jonah Keri
Publisher : ESPN
ISBN 13 : 0345517652
Total Pages : 274 pages
Book Rating : 4.54/5 ( download)

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Download or read book The Extra 2% written by Jonah Keri and published by ESPN. This book was released on 2011-03-08 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: What happens when three financial industry whiz kids and certified baseball nuts take over an ailing major league franchise and implement the same strategies that fueled their success on Wall Street? In the case of the 2008 Tampa Bay Rays, an American League championship happens—the culmination of one of the greatest turnarounds in baseball history. In The Extra 2%, financial journalist and sportswriter Jonah Keri chronicles the remarkable story of one team’s Cinderella journey from divisional doormat to World Series contender. When former Goldman Sachs colleagues Stuart Sternberg and Matthew Silverman assumed control of the Tampa Bay Devil Rays in 2005, it looked as if they were buying the baseball equivalent of a penny stock. But the incoming regime came armed with a master plan: to leverage their skill at trading, valuation, and management to build a model twenty-first-century franchise that could compete with their bigger, stronger, richer rivals—and prevail. Together with “boy genius” general manager Andrew Friedman, the new Rays owners jettisoned the old ways of doing things, substituting their own innovative ideas about employee development, marketing and public relations, and personnel management. They exorcized the “devil” from the team’s nickname, developed metrics that let them take advantage of undervalued aspects of the game, like defense, and hired a forward-thinking field manager as dedicated to unconventional strategy as they were. By quantifying the game’s intangibles—that extra 2% that separates a winning organization from a losing one—they were able to deliver to Tampa Bay something that Billy Beane’s “Moneyball” had never brought to Oakland: an American League pennant. A book about what happens when you apply your business skills to your life’s passion, The Extra 2% is an informative and entertaining case study for any organization that wants to go from worst to first.