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Thinking in Python

Thinking in Python by Bruce Eckel

by Bruce Eckel

Shares rank 21 of 115 programming books by recommenders

Free, openly licensed Python book that suits readers coming from C++ and gives a good handle on modern Python style. Critics note remnants from the Java edition.

Free, openly licensed Python book that suits readers coming from C++ and gives a good handle on modern Python style. Critics note remnants from the Java edition.

9 people gave an opinion

recommend it
7
criticize it
2
approval share
78%
Each figure is one person. RecommendsCriticizes

Recommended in 1 of 13 months

  1. November 2025: not recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: not recommended
  10. August 2026: recommended
  11. September 2026: not recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 7 people recommend itNeeds 10 or more, not met.
  • 3.5 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 1 of 13 monthsNeeds 4 or more, not met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Good coverage of modern Python

    “there is some very good (and for the Python world novel) stuff in it”

    Comment from 23 Aug 2026 in “Thinking in Python”

    “it prepares you for the Python coding style for now to in two years”

    Comment from 23 Aug 2026 in “Thinking in Python”

    “he has a pretty good handle on the progression of Python”

    Comment from 22 Aug 2026 in “Thinking in Python”

Other programming books people recommend

The four most recommended other programming books, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Thinking in Python by Bruce Eckel compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Crafting Interpretersby Robert Nystrom60494%10—Approved
Clean Codeby Robert C. Martin318726%9——
The Pragmatic Programmerby Andy Hunt and Dave Thomas28197%7—Approved
How to Design Programsby Matthias Felleisen and Robert Bruce Findler and Matthew Flatt and Shriram Krishnamurthi18290%7—Approved
Thinking in Pythonby Bruce EckelThis page7278%1——
See all 115 programming books, ranked

What people said

All 9 comments that mention it, newest first. Each links to the original comment.

“the performance section just progressively turned into”

CriticizesComment from 23 Aug 2026 in “Thinking in Python”

“it prepares you for the Python coding style for now to in two years”

RecommendsComment from 23 Aug 2026 in “Thinking in Python”

“that version seems to have some remnants left from Java version of the book”

CriticizesComment from 23 Aug 2026 in “Thinking in Python”

“there is some very good (and for the Python world novel) stuff in it”

RecommendsComment from 23 Aug 2026 in “Thinking in Python”

“It's basically an annotated syntax guide for readers from a C++ background”

MixedComment from 23 Aug 2026 in “Thinking in Python”

“Personally, I prefer CC BY-SA to CC BY-NC-ND, but it is certainly much better than 100% protected.”

MixedComment from 23 Aug 2026 in “Thinking in Python”

“It is a bit on the larger side at 7.4MB”

MixedComment from 23 Aug 2026 in “Thinking in Python”

“I indeed find the formatting quality of the site to be superior.”

RecommendsComment from 23 Aug 2026 in “Thinking in Python”

“he has a pretty good handle on the progression of Python”

RecommendsComment from 22 Aug 2026 in “Thinking in Python”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.