Effective Pandas by Tom Augspurger is now in @ChapterPal's collection of open textbooks.
This is a dev post classified by AGK Intelligence as Languages & runtimes (a free resource), kept by the Dev Radar because it carries real work, not commentary.
Effective Pandas by Tom Augspurger is now in @ChapterPal's collection of open textbooks. Pandas is a fast, powerful, and open-source data manipulation and analysis library written for the Python programming language. It functions like spreadsheets running on code, allowing you to load, clean, align, and analyze massive datasets that would otherwise overwhelm traditional spreadsheet software. ChapterPal has two versions of the book to choose from: the author's original version (2017) and an updated and corrected version from ChapterPal (2026). Learn Pandas from this book with an AI tutor: h
Posted by BURKOV (59.8k followers) 57 min ago · 4 likes · 438 views · view the original post on X. Kept by the Dev Radar as Languages & runtimes.
More dev work like this
- Tardigrade v0.54.0 is now on Effect v4 stable release (finally)! We just migrated to… — @arjunkmrm
- tsrs is a fully compatible TypeScript compiler written in Rust, and it’s almost 3x… — @BetterStackHQ
- Running Your Python Code up to 80x Faster Using the Cython Library! #BigData #Analytics… — @gp_pulipaka
- This Week's Rust Challenge — @rustaceans_rs
- Introduction to Scientific Programming with Python by Joakim Sundnes is now in the… — @burkov
- Only got 40 min through this 1.5 hour (!) talk from Cantrill tonight - great as always — @rough__sea
- Wrong Ways To Create Strings — @rustaceans_rs
- GPU Computing with Python! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc… — @gp_pulipaka
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.8k posts from 5k X accounts over the last 21 days, 9.5k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 20:43 UTC. Full method.