Naked Statistics book cover

Naked Statistics by Charles Wheelan Summary

Naked Statistics
Charles Wheelan
Education
Economics
Technology
Overview
Key Takeaways
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Overview of Naked Statistics

In "Naked Statistics," Charles Wheelan strips away math anxiety, revealing how Netflix recommendations work and schools cheat on tests. Praised for making statistics "sexy," this book transforms intimidating data into powerful insights. Google's chief economist agrees - understanding statistics has never been more essential.

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Key takeaways

1

The Hidden Power Behind Our Data-Driven World

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Statistics shapes our daily experiences in ways we rarely notice. When Netflix recommends a movie you end up loving or Target sends pregnancy-related coupons to a teenager before her father knows she's pregnant, you're witnessing statistical analysis in action. These aren't random coincidences - they're the result of sophisticated data analysis that transforms raw information into actionable insights. Statistics helps us process information whether trivial (who was baseball's greatest player?) or profound (what's happening to America's middle class?). In our algorithm-governed world, understanding statistics isn't just academically valuable - it's essential for navigating modern life. Statistics serves three fundamental purposes: describing our world, making inferences from limited data, and identifying relationships between variables. While formulas might seem intimidating, the concepts behind them are surprisingly intuitive and incredibly powerful when applied to real-world situations.

2

Beyond Averages: Finding Truth in Numbers

3

How Statistics Deceive: Technical Truth vs. Actual Reality

4

The Magic of Correlation and Regression: Finding Hidden Relationships

5

Playing the Odds: Probability in Action

6

When Smart People Make Statistical Mistakes

7

Statistics as a Force for Good: Solving Real-World Problems

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Naked Statistics isn't just a book — it's a masterclass in Education. To help you absorb its lessons in the way that works best for you, we offer five unique learning modes. Whether you're a deep thinker, a fast learner, or a story lover, there's a mode designed to fit your style.

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"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
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"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
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"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
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"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

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"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

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"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

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"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

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117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
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12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
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comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
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"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
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"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
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"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
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"It is great for me to learn something from the book without reading it."

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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
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"Makes me feel smarter every time before going to work"

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