Pandas, Polars, and Spark DataFrame comparison for humans and more!
active 2023-08-15 → 2026-11-07 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1181 days from 2023-08-15 to 2026-11-07. Pushes: 409 total, peak 16 in a day. Pull requests: 281 total, peak 8 in a day. Issues: 137 total, peak 8 in a day. Comments: 574 total, peak 27 in a day. Stars: 281 total, peak 7 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 |
|---|---|---|---|---|
| fdosani | 1.1K | 349 | 207 | 319 |
| rhaffar | 91 | 9 | 10 | 38 |
| jdawang | 90 | 16 | 11 | 17 |
| gladysteh99 | 47 | 1 | 1 | 14 |
| github-actions[bot] | 44 | 32 | 12 | 0 |
| ak-gupta | 39 | 0 | 0 | 11 |
| sh13m | 24 | 0 | 9 | 9 |
| goodwanghan | 24 | 0 | 2 | 18 |
| aguiddir | 23 | 0 | 3 | 11 |
| CLAassistant | 13 | 0 | 0 | 13 |
| mparaz | 10 | 0 | 0 | 7 |
| satniks | 10 | 0 | 0 | 9 |
| gbhogle1789 | 9 | 0 | 0 | 7 |
| allyfranken | 9 | 0 | 1 | 4 |
| mark-thm | 8 | 0 | 3 | 5 |
| gliptak | 8 | 0 | 5 | 3 |
| achrusciel | 6 | 0 | 0 | 4 |
| ana-ai-sde | 6 | 0 | 1 | 3 |
| shreya-goddu | 6 | 0 | 0 | 4 |
| korvalds | 6 | 0 | 1 | 2 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 281 stars here means stars gained during the window, not the repo's star count.