Package Insights
Package Risks
- No releases in 274 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
80
Adoption
77
Community
70
How the maintenance status was determined
Last commit
26 days ago
Monthly downloads
602,816
•
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
602,816
Stars
4,614
Stars per 1k downloads
7.65
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
20,720
Month daily avg
20,094
Momentum
+3.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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
MIT
•
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
300 days ago
Total releases
34
Releases/year
4.7
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
53
Monthly downloads
602,816
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
67
Issue Burden
82.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
6.6%
contrib / forks
Stale Release
274d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
13.0K
Windows
266
macOS
194
Python Versions
3.11
40.3%
5.3K
3.10
31.8%
4.2K
3.9
16.7%
2.2K
3.12
7.0%
918
3.13
4.3%
572
Top Countries
1.
US
6.9K
US
2.
IE
3.1K
IE
3.
KR
702
KR
4.
SG
300
SG
5.
SE
253
SE
6.
IN
229
IN
7.
NL
224
NL
8.
JP
219
JP
9.
AU
216
AU
10.
CA
196
CA
Dependencies
10
- joblib >=0.13.0
- lightgbm
- numpy
- packaging
- pandas >1.0
- scikit-learn <1.7,>=1.0
- scipy >1.4.0
- shap <0.49.0,>=0.38.1
- sparse
- statsmodels >=0.10
10 optional dependencies
- azure-cli[all]
- azure-cli[automl]
- dowhy[all]
- dowhy[dowhy]
- graphviz[all]
- graphviz[plt]
- matplotlib[plt]
- matplotlib[all]
- ray[ray]
- ray[all]
Package Information
License
MIT
First Release
March 6, 2019
Last Release
10 months ago
Last Commit
3 weeks ago
Latest Version
0.16.0
Total Releases
34
Contributors
53
Open PRs
30
Archived
No
Author
PyWhy contributors
Python Versions
3.9
3.10
3.11
3.12
3.13
Wheels
cp310
cp311
cp312
cp313
cp36
cp37
cp38
cp39
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh