huggingface

huggingface/datasets

Time frame
Merged PRs May 20, 2026 – Jul 22, 2026

Velocity

0 PRs45.5%

Last 12 weeks · 13 commits · +4,683 / -293

Median cycle time

2.7d

18.0d p90 · 4.4d to first approval

Code churn (30d)

6%

0% revert · 8% reedit

Substantive reviews

24%

0% changes requested · 65% rubber-stamped

Complexity-adjusted velocity

18.0

2.3 avg complexity / PR

Maintainability risk

1.1

LLM-assessed, higher means riskier

Reviewer turnaround

19h

7 active reviewers

Work distribution
Merged PRs by commit classification.
Bug fix 16%Maintenance 84%

Maintenance breakdown

Tech debt2
37merged PRs

Most of the work

Maintenance

Least of the work

Bug fix

Work-type mix over time
Merged PRs per week by classification.
Review health
Where substantive-review coverage sits, from rubber-stamp territory to rigorous.

24%

0%40%70%100%

0% of PRs got changes requested · 65% were rubber-stamped

Reviewer metrics
Non-bot reviewer load and first-activity turnaround.
ReviewerReviewsAvg turnP90 turnComments
HuggingFaceDocBuilderDev3333
lhoestq252.3d4.2d39
armand0e22
Sanjays240222
davanstrien110m10m1
cfahlgren111h1h3
Jintao-Huang11