📊 Sports Analytics

The revolution of data-driven decision-making in athletics, from Moneyball-era baseball to modern performance science. These books appeal to readers fascinated by how numbers can upend tradition and reshape how games are won.

Sports Analytics

by Benjamin C. Alamar • 2013

The playbook for installing analytics inside a sports organization, from data to decision.

3.51

130

📈 Data Analytics 🗄️ Data Management 🔮 Predictive Modeling

Sports Analytics 95%

The playbook for installing analytics inside a sports organization, from data to decision.

by Benjamin C. Alamar 2013

3.51

130 ratings

📈 Data Analytics 🗄️ Data Management 🔮 Predictive Modeling

Mathletics

by Wayne L. Winston • 2009

The math that proves punting is overrated, OBP beats slugging, and payroll barely matters.

3.78

527

🎲 Game Theory 💰 Player Valuation 🎯 Probability In Sports

Mathletics 94%

The math that proves punting is overrated, OBP beats slugging, and payroll barely matters.

by Wayne L. Winston 2009

3.78

527 ratings

🎲 Game Theory 💰 Player Valuation 🎯 Probability In Sports

Basketball on Paper

by Dean Oliver • 2003

Basketball's scoreboard is a liar. Here is what actually decides who wins and who loses.

4.06

467

🏀 Basketball Analytics 📈 Performance Metrics 🔢 Statistical Modeling

Basketball on Paper 93%

Basketball's scoreboard is a liar. Here is what actually decides who wins and who loses.

by Dean Oliver 2003

4.06

467 ratings

🏀 Basketball Analytics 📈 Performance Metrics 🔢 Statistical Modeling

The Book

by Tom M. Tango • 2006

Most baseball strategy is wrong: the numbers reveal when to bunt, steal, and use your closer.

4.07

1k+

⚾ Sabermetrics 🎲 Game Theory 🧠 Decision Science

The Book 93%

Most baseball strategy is wrong: the numbers reveal when to bunt, steal, and use your closer.

by Tom M. Tango 2006

4.07

1k+ ratings

⚾ Sabermetrics 🎲 Game Theory 🧠 Decision Science

Smart Baseball

by Keith Law • 2017

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

3.95

3k+

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking

Smart Baseball 93%

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

by Keith Law 2017

3.95

3k+ ratings

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking

Game of Edges

by Bruce Schoenfeld • 2023

Analytics conquered sports, building dynasties and fortunes while making the games harder to love.

3.66

546

🏢 Sports Management 📱 Fan Engagement 🔄 Organizational Change

Game of Edges 93%

Analytics conquered sports, building dynasties and fortunes while making the games harder to love.

by Bruce Schoenfeld 2023

3.66

546 ratings

🏢 Sports Management 📱 Fan Engagement 🔄 Organizational Change

Chasing Perfection

by Andy Glockner • 2016

Six cameras, 25 times a second: the hidden data engine that builds NBA champions.

3.51

260

🏀 Basketball Strategy 💼 Business Of Sports 🏋️ Player Development

Chasing Perfection 92%

Six cameras, 25 times a second: the hidden data engine that builds NBA champions.

by Andy Glockner 2016

3.51

260 ratings

🏀 Basketball Strategy 💼 Business Of Sports 🏋️ Player Development

Expected Goals

by Rory Smith • 2022

Football said it couldn't be measured. Gambling syndicates and xG proved otherwise.

3.83

1k+

🧮 Football Analytics 🎲 Sports Betting ⚾ Moneyball

Expected Goals 92%

Football said it couldn't be measured. Gambling syndicates and xG proved otherwise.

by Rory Smith 2022

3.83

1k+ ratings

🧮 Football Analytics 🎲 Sports Betting ⚾ Moneyball

The Midrange Theory

by Seth Partnow • 2021

Analytics was going to kill the eye test. It proved why eyes still matter.

4.09

725

🏀 Basketball Analytics 💰 Sports Economics 📊 Data-Driven Decisions

The Midrange Theory 92%

Analytics was going to kill the eye test. It proved why eyes still matter.

by Seth Partnow 2021

4.09

725 ratings

🏀 Basketball Analytics 💰 Sports Economics 📊 Data-Driven Decisions

Football Hackers

by Christoph Biermann • 2019

Football's gut instincts are surrendering to data and psychology, and it will never be the same.

4.23

2k+

⚽ Football Analytics 🧠 Cognitive Biases ♟️ Tactical Innovation

Football Hackers 92%

Football's gut instincts are surrendering to data and psychology, and it will never be the same.

by Christoph Biermann 2019

4.23

2k+ ratings

⚽ Football Analytics 🧠 Cognitive Biases ♟️ Tactical Innovation

Two Sports Myths and Why They're Wrong

by Rodney D. Fort • 2013

Player salaries don't raise ticket prices, and baseball isn't fading. Two myths the data reverses.

🏟️ Sports Economics 💼 Sports Business 🔍 Economic Myths

Two Sports Myths and Why They're Wrong Summary

Two Sports Myths and Why They're Wrong 91%

Player salaries don't raise ticket prices, and baseball isn't fading. Two myths the data reverses.

by Rodney D. Fort 2013

🏟️ Sports Economics 💼 Sports Business 🔍 Economic Myths

Scorecasting

by Tobias J. Moskowitz • 2011

Why home teams really win, why momentum is a mirage, and the economics that explains sports.

3.82

6k+

🧠 Behavioral Economics 🤔 Cognitive Biases 💰 Incentive Structures

Scorecasting 91%

Why home teams really win, why momentum is a mirage, and the economics that explains sports.

by Tobias J. Moskowitz 2011

3.82

6k+ ratings

🧠 Behavioral Economics 🤔 Cognitive Biases 💰 Incentive Structures

Sharper

by True Pokerjoe • 2016

The sportsbook as a market: your edge lies in price, discipline, and math, not lucky hunches.

3.89

128

🎲 Sports Betting 📈 Quantitative Methods 🏦 Market Efficiency

Sharper 91%

The sportsbook as a market: your edge lies in price, discipline, and math, not lucky hunches.

by True Pokerjoe 2016

3.89

128 ratings

🎲 Sports Betting 📈 Quantitative Methods 🏦 Market Efficiency

Weighing the Odds in Sports Betting

by King Yao • 2007

Most sports bets lose money by design. Here is how to find the ones that don't.

3.65

🏟️ Sports Betting 🧮 Expected Value 🏦 Market Efficiency

Weighing the Odds in Sports Betting Summary

Weighing the Odds in Sports Betting 91%

Most sports bets lose money by design. Here is how to find the ones that don't.

by King Yao 2007

3.65

80 ratings

🏟️ Sports Betting 🧮 Expected Value 🏦 Market Efficiency

The MVP Machine

by Ben Lindbergh • 2019

Moneyball found hidden talent. This revolution builds it, betting no ceiling is real.

4.26

3k+

⚾ Sabermetrics 🌱 Talent Development 🎯 Performance Optimization

The MVP Machine 91%

Moneyball found hidden talent. This revolution builds it, betting no ceiling is real.

by Ben Lindbergh 2019

4.26

3k+ ratings

⚾ Sabermetrics 🌱 Talent Development 🎯 Performance Optimization

Trading Bases

by Joe Peta • 2013

A Wall Street quant's baseball model found the betting market lagging reality, just like stocks.

4.03

1k+

⚾ Baseball Analytics 🎲 Sports Betting 📈 Quantitative Finance

Trading Bases 91%

A Wall Street quant's baseball model found the betting market lagging reality, just like stocks.

by Joe Peta 2013

4.03

1k+ ratings

⚾ Baseball Analytics 🎲 Sports Betting 📈 Quantitative Finance

Moneyball

by Michael Lewis • 2003

A broke baseball team won by obsessing over one stat the rest of the league ignored.

4.27

146k+

⚾ Baseball Analytics 📊 Sabermetrics 📉 Market Inefficiencies

Moneyball 91%

A broke baseball team won by obsessing over one stat the rest of the league ignored.

by Michael Lewis 2003

4.27

146k+ ratings

⚾ Baseball Analytics 📊 Sabermetrics 📉 Market Inefficiencies

Thinking Basketball

by Ben Taylor • 2016

Championship rings say nothing about a player. Neither does points per game. The stats that do.

4.17

617

🔢 Basketball Analytics 🧠 Cognitive Bias 📊 Statistical Thinking

Thinking Basketball 90%

Championship rings say nothing about a player. Neither does points per game. The stats that do.

by Ben Taylor 2016

4.17

617 ratings

🔢 Basketball Analytics 🧠 Cognitive Bias 📊 Statistical Thinking

Sharp Sports Betting

by Stanford Wong • 2001

Turn sports betting from a gamble into a math problem, and find the edge that pays.

3.67

174

🏈 Sports Betting 📊 Gambling Math 💰 Bankroll Management

Sharp Sports Betting 90%

Turn sports betting from a gamble into a math problem, and find the edge that pays.

by Stanford Wong 2001

3.67

174 ratings

🏈 Sports Betting 📊 Gambling Math 💰 Bankroll Management

How to Watch Basketball Like a Genius

by Nick Greene • 2021

A napkin gave us the 24-second clock. A gimmick rewired offense. Seeing basketball's hidden design.

3.78

1k+

🏀 Basketball History 🎲 Game Design 🗺️ Basketball Strategy

How to Watch Basketball Like a Genius Summary

How to Watch Basketball Like a Genius 90%

A napkin gave us the 24-second clock. A gimmick rewired offense. Seeing basketball's hidden design.

by Nick Greene 2021

3.78

1k+ ratings

🏀 Basketball History 🎲 Game Design 🗺️ Basketball Strategy

The Hot Hand

by Ben Cohen • 2020

Stephen Curry didn't just get hot. He changed what science believes about streaks.

3.74

1k+

🧠 Behavioral Economics 🧩 Cognitive Biases 🎲 Randomness And Probability

The Hot Hand 90%

Stephen Curry didn't just get hot. He changed what science believes about streaks.

by Ben Cohen 2020

3.74

1k+ ratings

🧠 Behavioral Economics 🧩 Cognitive Biases 🎲 Randomness And Probability

Soccernomics

by Simon Kuper • 2009

Soccer is an economic puzzle: why clubs outlast businesses and hosting buys happiness, not wealth.

3.95

20k+

🏟️ Sports Economics 📊 Soccer Analytics 🧠 Behavioral Economics

Soccernomics 90%

Soccer is an economic puzzle: why clubs outlast businesses and hosting buys happiness, not wealth.

by Simon Kuper 2009

3.95

20k+ ratings

🏟️ Sports Economics 📊 Soccer Analytics 🧠 Behavioral Economics

Web Analytics 2.0

by Avinash Kaushik • 2009

Your web data is lying to you. The framework that turns page views into decisions.

4.13

2k+

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Web Analytics 2.0 90%

Your web data is lying to you. The framework that turns page views into decisions.

by Avinash Kaushik 2009

4.13

2k+ ratings

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Goal

by Ferran Soriano • 2009

The management playbook that rebuilt Barcelona, from the executive who led the turnaround.

4.17

468

🏟️ Sports Management 📋 Strategic Management 🧱 Team Building

Goal 90%

The management playbook that rebuilt Barcelona, from the executive who led the turnaround.

by Ferran Soriano 2009

4.17

468 ratings

🏟️ Sports Management 📋 Strategic Management 🧱 Team Building

Gridiron Genius

by Michael Lombardi • 2018

Culture wins before talent takes the field: the leadership system behind football's longest dynasty.

4.08

2k+

🏈 Sports Leadership 🧱 Organizational Culture 🧩 Team Building

Gridiron Genius 90%

Culture wins before talent takes the field: the leadership system behind football's longest dynasty.

by Michael Lombardi 2018

4.08

2k+ ratings

🏈 Sports Leadership 🧱 Organizational Culture 🧩 Team Building

Competing on Analytics

by Thomas H. Davenport • 2007

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

3.69

2k+

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions

Competing on Analytics 90%

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

by Thomas H. Davenport 2007

3.69

2k+ ratings

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions

Data Analytics Made Accessible

by Anil Maheshwari • 2014

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

3.76

323

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

Data Analytics Made Accessible 89%

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

by Anil Maheshwari 2014

3.76

323 ratings

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

The Perfection Point

by John Brenkus • 2010

Physics sets a ceiling on every sport. The absolute fastest 100m sprint possible: 8.99 seconds.

3.59

196

🧬 Sports Science 🧮 Theoretical Limits 🏆 Record Breaking

The Perfection Point 89%

Physics sets a ceiling on every sport. The absolute fastest 100m sprint possible: 8.99 seconds.

by John Brenkus 2010

3.59

196 ratings

🧬 Sports Science 🧮 Theoretical Limits 🏆 Record Breaking

The Essential Smart Football

by Chris B. Brown • 2012

Football's tactical arms race: how scheme and deception turned a collision sport into a chess match.

4.00

2k+

🏈 Football Strategy 📜 Football History 💡 Football Innovation

The Essential Smart Football 89%

Football's tactical arms race: how scheme and deception turned a collision sport into a chess match.

by Chris B. Brown 2012

4.00

2k+ ratings

🏈 Football Strategy 📜 Football History 💡 Football Innovation

The Secret Footballer's Guide to the Modern Game

by Anonymous • 2014

Why the best defenders avoid tackling and other secrets from an anonymous pro.

3.57

623

🕵️ Football Insider 🔄 Tactical Fluidity 💰 Commercialization Of Sport

The Secret Footballer's Guide to the Modern Game Summary

The Secret Footballer's Guide to the Modern Game 89%

Why the best defenders avoid tackling and other secrets from an anonymous pro.

by Anonymous 2014

3.57

623 ratings

🕵️ Football Insider 🔄 Tactical Fluidity 💰 Commercialization Of Sport

Behind Every Good Decision

by Piyanka Jain • 2014

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

3.60

144

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Behind Every Good Decision 89%

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

by Piyanka Jain 2014

3.60

144 ratings

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Big Data 89%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

The Price of Football

by Kieran Maguire • 2020

Your club's accounts tell a story the scoreboard never will.

4.06

267

⚽ Football Finance 📈 Sports Economics 💼 Sports Business

The Price of Football 89%

Your club's accounts tell a story the scoreboard never will.

by Kieran Maguire 2020

4.06

267 ratings

⚽ Football Finance 📈 Sports Economics 💼 Sports Business

Knowing the Score

by David Papineau • 2017

The deepest truths about mind, ethics, and human potential are worked out on the pitch.

3.29

150

🎓 Philosophy Of Sport ⚖️ Sport Ethics 🧠 Sports Psychology

Knowing the Score 89%

The deepest truths about mind, ethics, and human potential are worked out on the pitch.

by David Papineau 2017

3.29

150 ratings

🎓 Philosophy Of Sport ⚖️ Sport Ethics 🧠 Sports Psychology

Take Your Eye Off the Ball 2.0

by Pat Kirwan • 2015

The football is the decoy. An NFL insider reveals the 21-player chess match you're missing.

4.23

1k+

🏈 Nfl Strategy 📋 Football Schematics 👁️ Reading The Game

Take Your Eye Off the Ball 2.0 89%

The football is the decoy. An NFL insider reveals the 21-player chess match you're missing.

by Pat Kirwan 2015

4.23

1k+ ratings

🏈 Nfl Strategy 📋 Football Schematics 👁️ Reading The Game

Keeping Up with the Quants

by Thomas H. Davenport • 2013

You hired the quants. Now learn the questions that turn their numbers into decisions.

3.57

585

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Keeping Up with the Quants 89%

You hired the quants. Now learn the questions that turn their numbers into decisions.

by Thomas H. Davenport 2013

3.57

585 ratings

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

The Real Madrid Way

by Steven G. Mandis • 2016

A sports team owned by its fans, worth billions, and the system that makes both possible.

3.85

526

🏟️ Sports Management 🏛️ Organizational Culture 🌟 Talent Management

The Real Madrid Way 89%

A sports team owned by its fans, worth billions, and the system that makes both possible.

by Steven G. Mandis 2016

3.85

526 ratings

🏟️ Sports Management 🏛️ Organizational Culture 🌟 Talent Management

Newton's Football

by Allen St. John • 2013

Football as science: unpredictable bounces, strategic arms races, and the physics of brain injury.

3.84

185

🏈 Football Strategy ⚛️ Physics Of Sport 🧠 Concussion Crisis

Newton's Football 89%

Football as science: unpredictable bounces, strategic arms races, and the physics of brain injury.

by Allen St. John 2013

3.84

185 ratings

🏈 Football Strategy ⚛️ Physics Of Sport 🧠 Concussion Crisis

High Performance Rowing

by John McArthur • 1997

The rowing coach's system for speed: what to fix, when to fix it, and the data to prove it.

3.83

🧑‍🏫 Sports Coaching 🏃 Endurance Sports 📅 Periodized Training

High Performance Rowing 89%

The rowing coach's system for speed: what to fix, when to fix it, and the data to prove it.

by John McArthur 1997

3.83

42 ratings

🧑‍🏫 Sports Coaching 🏃 Endurance Sports 📅 Periodized Training

Practical Statistics for Data Scientists

by Peter Bruce • 2017

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

4.02

545

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

Practical Statistics for Data Scientists Summary

Practical Statistics for Data Scientists 89%

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

by Peter Bruce 2017

4.02

545 ratings

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

The Logic Of Sports Betting

by Ed Miller • 2019

Forget picking winners. The real money in sports betting is hidden in the market's pricing mistakes.

3.97

906

🏈 Sports Betting 📊 Market Microstructure ℹ️ Information Asymmetry

The Logic Of Sports Betting 89%

Forget picking winners. The real money in sports betting is hidden in the market's pricing mistakes.

by Ed Miller 2019

3.97

906 ratings

🏈 Sports Betting 📊 Market Microstructure ℹ️ Information Asymmetry

Statistics 101

by David Borman • 2018

A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.

2.94

147

📊 Introductory Statistics 📈 Data Analysis 🧐 Statistical Literacy

Statistics 101 89%

A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.

by David Borman 2018

2.94

147 ratings

📊 Introductory Statistics 📈 Data Analysis 🧐 Statistical Literacy

Data Smart

by John W. Foreman • 2013

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

4.12

1k+

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers

Data Smart 89%

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

by John W. Foreman 2013

4.12

1k+ ratings

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers

The Success Equation

by Michael J. Mauboussin • 2012

The ratio of skill to luck shapes every outcome. Most people misread it and pay dearly.

3.94

2k+

📈 Investment Strategy 🔍 Decision Analysis 🎲 Skill And Luck

The Success Equation 89%

The ratio of skill to luck shapes every outcome. Most people misread it and pay dearly.

by Michael J. Mauboussin 2012

3.94

2k+ ratings

📈 Investment Strategy 🔍 Decision Analysis 🎲 Skill And Luck

Practical Statistics for Data Scientists

by Peter Bruce • 2020

The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.

4.21

261

📊 Statistical Computing 🔍 Exploratory Data Analysis 📐 Statistical Inference

Practical Statistics for Data Scientists 89%

The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.

by Peter Bruce 2020

4.21

261 ratings

📊 Statistical Computing 🔍 Exploratory Data Analysis 📐 Statistical Inference

Becoming a Data Head

by Alex J. Gutman • 2021

The critical thinking toolkit for anyone who works with data but never plans to code.

4.18

480

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

Becoming a Data Head 89%

The critical thinking toolkit for anyone who works with data but never plans to code.

by Alex J. Gutman 2021

4.18

480 ratings

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

How We Learn to Move

by Rob Gray • 2021

Perfect technique is a dead end: real skill comes from variation, not repetition.

4.32

479

🏀 Sports Coaching 🧠 Motor Learning 🎯 Skill Acquisition

How We Learn to Move 89%

Perfect technique is a dead end: real skill comes from variation, not repetition.

by Rob Gray 2021

4.32

479 ratings

🏀 Sports Coaching 🧠 Motor Learning 🎯 Skill Acquisition

The Constraints-Led Approach

by Ian Renshaw • 2019

Movement skill is not about repeating perfect form. It emerges from the constraints you design.

4.28

⚽️ Sports Coaching 🌱 Ecological Dynamics 📈 Nonlinear Pedagogy

The Constraints-Led Approach 89%

Movement skill is not about repeating perfect form. It emerges from the constraints you design.

by Ian Renshaw 2019

4.28

46 ratings

⚽️ Sports Coaching 🌱 Ecological Dynamics 📈 Nonlinear Pedagogy

Google Analytics

by Justin Cutroni • 2007

Turn Google Analytics from a hit counter into a decision engine with the right setup.

3.72

129

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

Google Analytics 89%

Turn Google Analytics from a hit counter into a decision engine with the right setup.

by Justin Cutroni 2007

3.72

129 ratings

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

The Art of Captaincy

by Mike Brearley • 1985

Cricket's hardest job: how reading a batter's fear teaches you to lead any team.

3.87

604

🏏 Sports Leadership 🤝 Team Dynamics ♟️ Tactical Leadership

The Art of Captaincy 89%

Cricket's hardest job: how reading a batter's fear teaches you to lead any team.

by Mike Brearley 1985

3.87

604 ratings

🏏 Sports Leadership 🤝 Team Dynamics ♟️ Tactical Leadership

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