# Innumeracy by John Allen Paulos

Hacker Approved page: https://hackerapproved.com/p/innumeracy/

2 people recommended Innumeracy by John Allen Paulos in Hacker News comments and none criticized it, November 2025 to October 2026. It was recommended in 3 of 12 months, in 3 threads. It does not meet the Hacker Approved badge rule.

1 of the 2 people who recommend it commented in one thread, “Six Math Essentials”.

**Verdict:** People recommend it for explaining statistics at a conceptual level to anyone willing to learn, with no specialist background needed.

Summary written by Claude from 3 comments.

## Why people recommend it

- Explains statistics conceptually for interested learners (1 comment in the sample): "they are pretty good at explaining statistics to anyone interested in learning the material at a conceptual level" ([source](https://news.ycombinator.com/item?id=49600342))
- Readable regardless of educational background (1 comment in the sample): "anyone can read and understand these books, regardless of their educational background" ([source](https://news.ycombinator.com/item?id=49449643))

## Other mathematics books people recommend

- [Elements by Euclid by Oliver Byrne](https://hackerapproved.com/p/elements-of-euclid/): 14 recommend, 2 mixed, 9 criticize
- [Fermat's Last Theorem by Simon Singh](https://hackerapproved.com/p/fermat-s-last-theorem/): 11 recommend, 0 mixed, 0 criticize
- [Gödel's Proof by Nagel and Newman](https://hackerapproved.com/p/g-del-s-proof/): 9 recommend, 0 mixed, 1 criticize
- [Mathematica: A Secret World of Intuition and Curiosity by David Bessis](https://hackerapproved.com/p/mathematica-a-secret-world-of-intuition-and-curiosity/): 8 recommend, 0 mixed, 0 criticize

## The badge

A product earns the Hacker Approved badge when at least 10 people recommend it, recommenders outnumber critics at least 2 to 1 (mixed feelings count toward neither side), it was recommended in at least 4 of the 12 months and in at least 5 different threads, and no single thread supplies more than half of the people who recommend it. Health and money products are never badged.

## Cite as

Hacker Approved, "Innumeracy by John Allen Paulos", https://hackerapproved.com/p/innumeracy/ (2 recommend, 0 mixed, 0 criticize; Hacker News comments, November 2025 to October 2026).

Counts updated 2 Nov 2026, with data through October 31, 2026.