Organization
pandas
Portfolio concentration
100%
Top three share
Shows whether the organization is driven by one breakout repo or several visible projects.
Breadth
15 repos
Visible snapshot
4 repositories updated in the last 90 days.
Leading language
Python
Portfolio mix
Python (8), Unknown (4), Jupyter Notebook (1)
Average size
3.3K
Stars per repository
Useful for distinguishing one flagship-heavy publisher from a repeatable portfolio.
100%
of the visible star count comes from this organization's top three repositories.
3.3K
stars per repository in this same snapshot.
Python
is the most common language here, with 4 repositories updated in the last 90 days.
Why this rank
This organization stands out because one flagship repo drives 99% of its visible star count.
Organization pages work best when you separate portfolio breadth from flagship concentration. In pandas's case, the visible top three repositories account for about 100% of total stars in this snapshot, which helps explain whether the organization is known for one breakout project or for a broader repeatable portfolio.
The dominant language mix here is Python (8), Unknown (4), Jupyter Notebook (1). That makes this page useful not just for popularity checks, but also for seeing what technical shape an organization's public ecosystem actually has.
Top Repositories
| # | Repository | Language | ⭐ Stars | 🍴 Forks | Updated |
|---|---|---|---|---|---|
| 1 | pandas-dev/pandas Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | Python | 48.6K | 19.9K | Today |
| 2 | pandas-dev/pandas-stubs Public type stubs for pandas | Python | 314 | 170 | Today |
| 3 | pandas-dev/pandas-governance Project governance documents for the pandas Project | 36 | 5 | 1 years ago | |
| 4 | pandas-dev/pandas-msgpack Pandas Msgpack | Python | 24 | 19 | 3 years ago |
| 5 | pandas-dev/pandas-dev-flaker flake8 plugin used for pandas development | Python | 10 | 6 | 3 years ago |
| 6 | pandas-dev/pandas-user-surveys | Jupyter Notebook | 10 | 4 | 6 years ago |
| 7 | pandas-dev/pandas-blog Source for https://dev.pandas.io/pandas-blog | Python | 8 | 0 | 5 years ago |
| 8 | pandas-dev/pandas-release Infrastructure for making a pandas release | Python | 8 | 8 | 3 years ago |
| 9 | pandas-dev/pandas-compat API compatibility for pandas downstream | Python | 7 | 4 | 3 years ago |
| 10 | pandas-dev/asv-runner https://pandas-dev.github.io/asv-runner/ | Python | 3 | 0 | 2 days ago |
| 11 | pandas-dev/pandas-benchmarks Environment to run the pandas benchmarks suite | 2 | 0 | 2 years ago | |
| 12 | pandas-dev/pandas-jupyterlite Assets and CI for the pandas interactive terminal | 1 | 0 | 1 years ago | |
| 13 | pandas-dev/pandas-dev.github.io | HTML | 0 | 0 | 4 weeks ago |
| 14 | pandas-dev/github-doc-previewer Service to preview documentation from GitHub artifacts | Rust | 0 | 0 | 2 years ago |
| 15 | pandas-dev/project-management | 0 | 2 | 3 years ago |
Next step after the organization read
Learn and methodology
How to Read This Snapshot
Total stars are useful as a discovery signal, but they do not tell you whether a team maintains every repository equally. Pair this page with release cadence, maintainer activity, and the flagship concentration shown above before making adoption decisions.
For broader background on GitStar's ranking logic and editorial guidance, see Methodology & Editorial Standards.