scientific Python package recommendations & guidance curated by pyOpenSci
active 2023-08-21 → 2026-10-21 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1158 days from 2023-08-21 to 2026-10-21. Pushes: 1,039 total, peak 66 in a day. Pull requests: 697 total, peak 23 in a day. Issues: 164 total, peak 16 in a day. Comments: 2,534 total, peak 107 in a day. Stars: 109 total, peak 5 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 — −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 — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| lwasser | 2.2K | 310 | 293 | 902 |
| tkoyama010 | 530 | 147 | 84 | 228 |
| ucodery | 409 | 6 | 13 | 253 |
| allcontributors[bot] | 405 | 205 | 91 | 109 |
| flpm | 363 | 42 | 46 | 202 |
| sneakers-the-rat | 273 | 0 | 18 | 171 |
| willingc | 268 | 37 | 32 | 112 |
| github-actions[bot] | 261 | 257 | 2 | 2 |
| RobPasMue | 142 | 0 | 15 | 106 |
| kierisi | 98 | 6 | 9 | 62 |
| miguelalizo | 36 | 0 | 3 | 20 |
| ptressel | 34 | 0 | 5 | 20 |
| Zeitsperre | 34 | 0 | 0 | 28 |
| Midnighter | 33 | 0 | 0 | 23 |
| namurphy | 32 | 0 | 0 | 16 |
| pre-commit-ci[bot] | 27 | 13 | 14 | 0 |
| pb-413 | 25 | 0 | 3 | 17 |
| calekochenour | 25 | 0 | 1 | 14 |
| ofek | 23 | 0 | 1 | 17 |
| InessaPawson | 23 | 5 | 2 | 5 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 109 stars here means stars gained during the window, not the repo's star count.