Package Insights
Package Risks
- No releases in 318 days despite active commits
- High downloads but no recent maintenance activity
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
78
Adoption
77
Community
80
How the maintenance status was determined
Last commit
1052 days ago
Monthly downloads
594,409
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
594,409
Stars
4,397
Stars per 1k downloads
7.40
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
20,922
Month daily avg
19,814
Momentum
+5.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.4, <4
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
Apache 2
•
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
1370 days ago
Total releases
24
Releases/year
2.4
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
139
Monthly downloads
594,409
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
21.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.4%
contrib / forks
Stale Release
318d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
14.3K
Windows
378
macOS
152
Python Versions
3.12
49.8%
7.2K
3.10
26.9%
3.9K
3.8
11.0%
1.6K
3.11
9.5%
1.4K
3.9
2.9%
414
Top Countries
1.
US
11.2K
US
2.
NL
1.9K
NL
3.
JP
482
JP
4.
IE
325
IE
5.
IN
160
IN
6.
KR
130
KR
7.
DE
117
DE
8.
SG
116
SG
9.
GB
107
GB
10.
HK
54
HK
Dependencies
0
No dependencies
Used By
32
- neptune-sklearn
- hossam
- baseml
- benchmark-adv-ml
- spacec
- mlutilities-udea
- diive
- jan883-eda
- vtacml
- autoemxsp
- cvasl
- jupyter-quant
- langspace
- openpy-fxts
- jan883-codebase
- flexml
- libiq
- rag-classic-ml
- netzoo-porcupine
- that-ml-library
- dxc-ai-test-3
- pysegmentation
- offline-rce-results-module
- cytopy
- dxc-ai-test
- airi-test-task
- ds-tutor
- pandaslearn
- punditkit
- stglance
- porcupine-pca
- repairs
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache 2
First Release
May 18, 2016
Last Release
3 years ago
Last Commit
2 years ago
Latest Version
1.5
Total Releases
24
Contributors
139
Open PRs
22
Archived
No
Author
The scikit-yb developers
Python Versions
3.5
3.6
3.7
3.8
3.9
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh