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pandas-dev/pandas-stubs

Star momentum, maintenance concentration, contributor health, and codebase change — one report built from public repository data.

Open on GitHub
Current GitHub stars
326
Activity since
2022
Latest activity
May 1, 2026

Public star activity

coverage through May 2026

Approximate public star activity

Observed activity milestones: 100 around Oct 2022

Put this in your README

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Hand a coding agent one prompt and it adds the star-history chart, a stars-and-forks badge, and whichever repo-health charts fit topandas-dev/pandas-stubs's README — light and dark variants, alt text, and the measured numbers already filled in.

Paste it into Claude Code, Cursor, Codex, or any coding agent with your checkout open. It carries the measured numbers, the exact snippets, and the rules — including replacing an existing star-history widget in place rather than stacking a second chart under it.

Earned badges

badge studio

Embeddable maintenance, ownership, and star-momentum signals, computed from commit and star history.

Where changes concentrate

methodology

Fix-labelled changes, file change frequency, ownership risk, and maintenance cadence for pandas-dev/pandas-stubs, each computed from its analyzed commit window.

Fix-labelled changes
Fix-labelled changes for pandas-dev/pandas-stubs
File change frequency
File change frequency for pandas-dev/pandas-stubs
Bus factor
Bus factor for pandas-dev/pandas-stubs
Maintenance pulse
Maintenance pulse for pandas-dev/pandas-stubs
Contributors
Contributors for pandas-dev/pandas-stubs
Language activity
Language activity for pandas-dev/pandas-stubs
Commit activity
Commit activity for pandas-dev/pandas-stubs
Recent TODO/FIXME movement
Recent TODO/FIXME movement for pandas-dev/pandas-stubs

Stars versus package downloads

Stars vs. usage

No published package detected for this repo — nothing to overlay against star growth.

pandas-dev/pandas-stubs at a glance

How many stars does pandas-dev/pandas-stubs have?

GitHub currently reports 326 stars for pandas-dev/pandas-stubs. The chart separately represents 284 public star actions and can differ because public WatchEvents do not include unstars.

What does recent star activity look like for pandas-stubs?

gitdebt observed about 4 public star actions for pandas-dev/pandas-stubs over the latest 90 days of archive coverage (about 1 in the latest 30). This is an approximate attention signal, not a net-star count, because unstars are not present. That's below its lifetime average activity pace, which is common for mature projects.

Is pandas-stubs still active?

Public archive data shows about 1 star actions for pandas-dev/pandas-stubs in the latest 30 days of coverage. For repository activity, use the commit heatmap, commit trend, and contributor charts on this page.

When was pandas-stubs created?

pandas-dev/pandas-stubs was created on April 22, 2022. The first public star activity observed for pandas-dev/pandas-stubs is from May 2022.

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