PyRank
scikit-learn-contrib

sklearn-pandas

Pandas integration with sklearn
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

sklearn-pandas has 273K monthly downloads and 3K GitHub stars. Version 2.2.0, first published in 2013.

It is showing limited recent maintenance under a permissive license, last released in May 2021.

It is used by 24 tracked packages, including azureml-automl-runtime, azureml-train-automl-runtime and allennlp-dataframe-mapper.

Downloads
Day
5.6K
Week
55.2K
Month
273.4K
Stars
2.9K
Forks
421
Issues
30
Version
2.2.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
74
Adoption
54
Community
70
Provenance
0
How the maintenance status was determined
Last commit
1451 days ago
Monthly downloads
273,418
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
273,418
Stars
2,851
Stars per 1k downloads
10.43
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
7,882
Month daily avg
9,114
Momentum
-13.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
MIT License
• 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
1886 days ago
Total releases
27
Releases/year
2.0
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
55
Monthly downloads
273,418
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
65
 
Issue Burden
10.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.1%
contrib / forks
Stale Release
435d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 4.2K
Windows 31
macOS 7

Python Versions

3.12
43.2% 1.7K
3.10
37.0% 1.5K
3.9
8.8% 347
3.8
6.3% 251
3.11
4.7% 186

Top Countries

1. US US
2.7K
2. SG SG
1.1K
3. IE IE
154
4. AE AE
111
5. NL NL
77
6. CA CA
30
7. AU AU
27
8. ES ES
19
9. SE SE
19
10. FR FR
12

Package Information

License
MIT License
First Release
April 25, 2013
Last Release
5 years ago
Last Commit
3 years ago
Latest Version
2.2.0
Total Releases
27
Contributors
55
Open PRs
13
Archived
No
Wheels
py2 py3
Keywords
scikit sklearn pandas
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links