r/Python · 2021

Most-mentioned books in r/Python during 2021

This page ranks books by exact tracked mentions in r/Python within the published source unit for 2021. Counts come from the reconciled subreddit-by-month matrix; a source unit may be a bounded sample.

Books ranked

Tracked mentions in 2021

Sort by upvotes = sum of comment scores on recognized mentions

Clean Code

Robert C. Martin

Robert Martin's case that unreadable functions are a discipline failure, not an inevitability, argued one renamed variable and one extracted method at a time.

7 in 2021

Fluent Python

Luciano Ramalho

A Python developer past the syntax stage opens Fluent Python to learn why dunder methods, iterators, and decorators work the way they do.

7 in 2021

Design Patterns

Erich Gamma

Four authors catalog twenty-three recurring object-oriented problems in 1994 and hand every future code review the same argument to have.

5 in 2021

Python Crash Course

Eric Matthes

A high school teacher gets tired of Python resources that assume too much, so he writes the one that doesn't.

4 in 2021

The Pragmatic Programmer

Andy Hunt

Two working programmers write down the shop habits senior engineers use so junior ones stop reinventing them badly.

3 in 2021

A Philosophy of Software Design

John Ousterhout

A Stanford professor who invented Tcl spends two hundred pages arguing that hiding complexity behind well-designed modules beats writing more, smaller methods.

1 in 2021

Code Complete

Steve McConnell

Steve McConnell's seven-hundred-page argument that construction, not design or testing, is where most software quality is actually won or lost.

1 in 2021

Effective Python

Brett Slatkin

Brett Slatkin's Python style guide gets read cover to cover, while its usual shelf-mate Fluent Python becomes something to scare junior devs with instead.

1 in 2021

Programming Pearls

Jon Bentley

A newspaper columnist spends 1978 building a spell-checker for 75,000 words that barely fits in memory, and a Bloom filter is the fix.

1 in 2021

#10

Refactoring

Martin Fowler

Martin Fowler's method for restructuring code's internals without anyone outside noticing that anything changed at all.

1 in 2021

#11

The C Programming Language

Brian W. Kernighan

Two authors write the book that becomes 'K&R,' and forty years later Reddit still uses it as shorthand for programmers who had to know everything themselves.

1 in 2021