PyRank
pandas-dev

pandas-stubs

Public type stubs for pandas
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

pandas-stubs has 120.3M monthly downloads and 322 GitHub stars. Version 3.0.3.260530 supports Python 3.11+, first published in 2021.

It is actively maintained under a permissive license, last released in May 2026.

It is built on top of numpy. It is used by 267 tracked packages, including types-seaborn, ragworkbench and biocontext-kb.

Shared Repository
This package shares its GitHub repository (pandas-dev/pandas-stubs) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
3.9M
Week
27.6M
Month
120.3M
Stars
322
Forks
175
Issues
37
Version
3.0.3.260530

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
57
Adoption
70
Community
90
Provenance
0
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
120,271,413
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
120,271,413
Stars
322
Stars per 1k downloads
0.00
• Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
3,943,747
Month daily avg
4,009,047
Momentum
-1.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BSD-3-Clause
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
37 days ago
Total releases
140
Releases/year
25.5
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
153
Monthly downloads
120,271,413
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
85
 
Issue Burden
114.9
per 1k stars
Discussions
68.3
per 1k stars
Fork Ratio
87.4%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 3.4M
Windows 10.0K
macOS 3.2K

Python Versions

3.10
22.2% 760.7K
3.12
21.3% 727.8K
3.11
20.3% 695.7K
3.13
19.5% 667.7K
3.14
16.7% 570.4K

Top Countries

1. US US
3.4M
2. GB GB
9.2K
3. NL NL
7.3K
4. IE IE
7.2K
5. DE DE
6.5K
6. SG SG
4.5K
7. CN CN
2.0K
8. JP JP
1.9K
9. BE BE
1.7K
10. KR KR
1.6K

Package Information

License
BSD-3-Clause
First Release
January 8, 2021
Last Release
1 month ago
Last Commit
4 days ago
Latest Version
3.0.3.260530
Total Releases
140
Contributors
153
Open PRs
3
Archived
No
Author
The Pandas Development Team
Python Versions
3 3.11 3.12 3.13 3.14
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links