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๐Ÿ† A ranked list of awesome python developer tools and libraries. Updated weekly.

active 2024-02-29 โ†’ 2026-07-16 (UTC)

Partial coverage16,968 / 21,596 hourly files (79%) ยท 2 absent upstream ยท 4,627 failed, retryable2024-02-24 โ†’ 2026-08-12 (UTC)โ€” sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
344
Pushes
41
Pull requests
27
Issues
6
Stars
206
Forks
9

Activity over time

Daily event counts in the loaded window

Line chart, 869 days from 2024-02-29 to 2026-07-16. Pushes: 41 total, peak 2 in a day. Pull requests: 27 total, peak 2 in a day. Issues: 6 total, peak 2 in a day. Comments: 2 total, peak 1 in a day. Stars: 206 total, peak 3 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 โ€” โˆ’95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments โ€” stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
github-actions[bot]3822160
lukasmasuch241860
LukasMasuch3120
bterwijn2000
hirsimaki-markus2000
JWCS1000
huwilerb1001
nhairs1000
17jmumford1001
duriantaco1010

Recent activity

Latest issues, pull requests and releases

  • Pull request#253github-actions[bot]2026-04-02 21:42
  • Issue#245nhairs2026-03-19 03:06
    Update project: python-json-logger
  • Pull request#242duriantaco2026-03-11 04:39
  • Issue#237JWCS2026-02-23 17:51
    Update project: beartype
  • Pull request#235github-actions[bot]2026-02-12 17:23
  • Pull request#235github-actions[bot]2026-02-12 15:25
  • Pull request#234github-actions[bot]2026-02-05 15:16
  • Pull request#232github-actions[bot]2026-01-22 21:49
  • Pull request#231github-actions[bot]2026-01-15 14:54
  • Pull request#230github-actions[bot]2026-01-08 15:01
  • Issue#229hirsimaki-markus2026-01-08 08:46
    Add project: seapie
  • Issue#229hirsimaki-markus2026-01-08 08:46
    Add project: seapie
  • Pull request#228github-actions[bot]2026-01-01 15:21
  • Pull request#228github-actions[bot]2026-01-01 14:51
  • Releasegithub-actions[bot]2025-12-31 15:27
    Update: 2025.12.25
  • Pull request#227github-actions[bot]2025-12-31 15:27
  • Pull request#227github-actions[bot]2025-12-25 14:53
  • Issue#226bterwijn2025-12-24 00:25
    Add project: memory_graph
  • Issue#226bterwijn2025-12-24 00:25
    Add project: memory_graph
  • Releasegithub-actions[bot]2025-12-11 15:01
    Update: 2025.12.11
  • Releasegithub-actions[bot]2025-12-04 15:06
    Update: 2025.12.04
  • Pull request#223github-actions[bot]2025-12-04 14:53
  • Releasegithub-actions[bot]2025-11-04 05:46
    Update: 2025.10.30
  • Releasegithub-actions[bot]2025-10-23 23:28
    Update: 2025.10.23
  • Pull request#215lukasmasuch2025-10-02 16:55

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals โ€” 206 stars here means stars gained during the window, not the repo's star count.