Stat Games
1. 
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are 3.91 avg rating β 42,044 ratings
3. 
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
by:
Cathy O'Neil
3.87 avg rating β 29,316 ratings 4. 
Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor
by:
Virginia Eubanks
4.01 avg rating β 2,737 ratings 5. 
Algorithms to Live By: The Computer Science of Human Decisions
by:
Brian Christian
4.13 avg rating β 34,099 ratings 
7. 
How Not to Be Wrong: The Power of Mathematical Thinking
by:
Jordan Ellenberg
3.95 avg rating β 20,875 ratings 8. 
How Risky Is It, Really?: Why Our Fears Don't Always Match the Facts
by:
David Ropeik
3.71 avg rating β 206 ratings 
11. 
The Book of Why: The New Science of Cause and Effect
by:
Judea Pearl
3.94 avg rating β 6,382 ratings 12. 
Bernoulli's Fallacy: Statistical Illogic and the Crisis of Modern Science
by:
Aubrey Clayton
4.25 avg rating β 516 ratings 13. 
Naked Economics: Undressing the Dismal Science
by:
Charles Wheelan
4.03 avg rating β 19,280 ratings 14. 
Naked Statistics: Stripping the Dread from the Data
by:
Charles Wheelan
3.96 avg rating β 14,835 ratings 
15. 
Normal Accidents: Living with High-Risk Technologies
by:
Charles Perrow
4.04 avg rating β 675 ratings 17. 
The Signal and the Noise: Why So Many Predictions FailβBut Some Don't
by:
Nate Silver
3.97 avg rating β 51,884 ratings 18. 
Guesstimation: Solving the World's Problems on the Back of a Cocktail Napkin 3.73 avg rating β 422 ratings
19. 
Humanizing Big Data: Marketing at the Meeting of Data, Social Science & Consumer Insight
by:
Colin Strong
3.81 avg rating β 43 ratings 20. 
A Human's Guide to Machine Intelligence: How Algorithms Are Shaping Our Lives and How We Can Stay in Control
by:
Kartik Hosanagar
3.86 avg rating β 442 ratings 21. 
Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing
by:
Ron Kohavi
4.39 avg rating β 603 ratings 22. 
Dataclysm: Who We Are (When We Think No One's Looking)
by:
Christian Rudder
3.73 avg rating β 12,379 ratings 23. 
Models.Behaving.Badly: Why Confusing Illusion with Reality Can Lead to Disaster, on Wall Street and in Life
by:
Emanuel Derman
3.42 avg rating β 479 ratings 
27. 
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets 4.08 avg rating β 69,687 ratings
29. 
Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart
by:
Ian Ayres
3.72 avg rating β 5,974 ratings 30. 
Power And Prediction: The Disruptive Economics of Artificial Intelligence
by:
Ajay Agrawal
4.23 avg rating β 7,153 ratings 
32. 
The Improbability Principle: Why Coincidences, Miracles, and Rare Events Happen Every Day
by:
David J. Hand
3.73 avg rating β 1,785 ratings 
36. 
The History of Statistics: The Measurement of Uncertainty before 1900 4.12 avg rating β 104 ratings
38. 
The Drunkard's Walk: How Randomness Rules Our Lives
by:
Leonard Mlodinow
3.95 avg rating β 24,070 ratings 39. 
Errors, Blunders, and Lies: How to Tell the Difference (ASA-CRC Series on Statistical Reasoning in Science and Society) 3.61 avg rating β 31 ratings
40. 
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
by:
David Salsburg
3.92 avg rating β 1,975 ratings 
42. 
Baseball Between the Numbers: Why Everything You Know About the Game is Wrong
by:
Jonah Keri
4.01 avg rating β 3,771 ratings 
44. 
Who's Counting?: Uniting Numbers and Narratives with Stories from Pop Culture, Puzzles, Politics, and More 3.50 avg rating β 16 ratings
46. 
A Numerate Life: A Mathematician Explores the Vagaries of Life, His Own and Probably Yours 3.51 avg rating β 165 ratings
51. 
Irreligion: A Mathematician Explains Why the Arguments for God Just Don't Add Up 3.66 avg rating β 2,249 ratings
56. 
The Man Who Loved Only Numbers: The Story of Paul ErdΕs and the Search for Mathematical Truth
by:
Paul Hoffman
4.05 avg rating β 9,905 ratings 
64. 
The Shame Machine: Who Profits in the New Age of Humiliation
by:
Cathy O'Neil
3.40 avg rating β 1,246 ratings