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Single-cell analysis in Python. Scales to >1M cells.

active 2025-01-232026-08-04 (UTC)

Partial coverage12,038 / 13,559 hourly files (89%) · 2 absent upstream · 1,517 failed, retryable2025-01-232026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
1.9K
Pushes
566
Pull requests
206
Issues
193
Stars
175
Forks
65

Activity over time

Daily event counts in the loaded window

Line chart, 559 days from 2025-01-23 to 2026-08-04. Pushes: 566 total, peak 18 in a day. Pull requests: 206 total, peak 9 in a day. Issues: 193 total, peak 9 in a day. Comments: 352 total, peak 13 in a day. Stars: 175 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 — −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

ContributorContributionsPushesPRsComments
flying-sheep6543649590
ilan-gold2381461643
codecov[bot]630063
Zethson546319
scverse-bot31010
pre-commit-ci[bot]2914150
meeseeksmachine220220
dependabot[bot]150150
lumberbot-app[bot]130013
Intron713804
zboldyga8033
maltekuehl7024
mumichae6002
joe-jhou25013
grst4011
selmanozleyen4002
Ekin-Kahraman4022
c0nleyinnnn4003
krkawzq4004
jpintar3011

Recent activity

Latest issues, pull requests and releases

  • Issue#3576flying-sheep2026-07-27 14:59
    Default legend when scaling dotplots
  • Issue#1280Zethson2026-07-16 06:38
    pip install scanpy[rapids] fails as cuML requirement cannot be met
  • Pull request#4196AxelMcKenna2026-07-04 07:45
  • Issue comment#4184codecov[bot]2026-06-27 01:35
    fixes inconsist variance output between in-memory and dask for groups of size 1
  • Issue#4172scverse-issue-creator[bot]2026-06-24 03:07
    Integration Testing CI Test Failure on python 3.12
  • Issue comment#4168codecov[bot]2026-06-22 08:32
    docs: add inline example for pca_scatter
  • Pull request#4146dependabot[bot]2026-06-08 03:23
  • Pull request#4146dependabot[bot]2026-06-08 03:23
  • Issue comment#4114ilan-gold2026-06-03 11:18
    wilcoxon DE, vs_all_perturbed
  • Issue comment#4095zboldyga2026-05-17 18:02
    Automatically using Dask for large datasets when necessary
  • Issue comment#4110ilan-gold2026-05-16 21:18
    Investigate `networkit` (for `leiden` implementation)
  • Issue comment#4114ilan-gold2026-05-16 11:18
    wilcoxon DE, vs_all_perturbed
  • Issue#4120scverse-issue-creator[bot]2026-05-13 03:01
    Integration Testing CI Test Failure on python 3.12
  • Pull request#4118zboldyga2026-05-11 23:46
  • Pull request#4112flying-sheep2026-05-08 10:16
  • Issue comment#4102zboldyga2026-05-07 21:21
    Zb/illico fixes
  • Issue comment#4095timtreis2026-04-29 11:55
    Automatically using Dask for large datasets when necessary
  • Pull request#4090zboldyga2026-04-28 08:36
  • Issue comment#4090zboldyga2026-04-27 18:44
    perf: hoist _tiecorrect out of per-group loop in vs-rest Wilcoxon
  • Issue comment#4090codecov[bot]2026-04-25 02:39
    perf: hoist _tiecorrect out of per-group loop in vs-rest Wilcoxon
  • Pull request#4090zboldyga2026-04-25 02:32
  • Pull request#4086meeseeksmachine2026-04-24 08:26
  • Pull request#4085meeseeksmachine2026-04-24 08:25
  • Issue comment#4070ilaykav2026-04-23 23:04
    perf: Combat perf improvements
  • Pull request#4082JhonatanFelix2026-04-23 09:14

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 175 stars here means stars gained during the window, not the repo's star count.