TomAugspurger/effective-pandas

TomAugspurger/effective-pandas has 1,625 GitHub stars and 394 forks. GitHot measured +1 stars in 24 hours. Last checked 2026-11-07 04:12 UTC. Last push 2022-12-14.

How these counts are measured

Source code for my collection of articles on using pandas.

1,625 stars 394 forks +1 in 24h

Measured star growth

in 24h: +1
in 7 days: Collecting history
in 15 days: Collecting history
in 1 month: Collecting history

Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.

README.md

Original

Effective Pandas

A collection of notebooks behind my series on writing idiomatic pandas.

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