No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
11
Adoption
58
Community
60
Provenance
0
How the maintenance status was determined
Last commit
531 days ago
Monthly downloads
68,456
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
68,456
Stars
3
Stars per 1k downloads
0.04
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
2,211
Month daily avg
2,282
Momentum
-3.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
879 days ago
Total releases
9
Releases/year
1.0
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
18
Monthly downloads
68,456
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
40
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
1800.0%
contrib / forks
Stale Release
348d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.5K
Windows
151
macOS
48
Python Versions
3.12
54.5%
837
3.11
23.7%
364
3.13
9.5%
146
3.10
9.4%
144
3.7
2.9%
45
Top Countries
1.
US
1.2K
US
2.
SG
129
SG
3.
CN
99
CN
4.
IN
88
IN
5.
NL
31
NL
6.
HK
24
HK
7.
KR
22
KR
8.
GB
16
GB
9.
JP
14
JP
10.
TW
14
TW
Dependencies
4
1 optional dependencies
- pre-commit[dev]
Used By
26
- spotpython
- varclushi
- ibats-common
- elfa
- socialdataanalysis
- irtorch
- nanosense
- alita-tools
- interpretablefa
- causal-pipe
- efa-utils
- randan
- tokenroi-metric
- better-regressions
- epydemics
- arabic-survey-analyzer
- financeda
- svinsight
- biberplus
- neurostatx
- orange3-factoranalysis
- dspf
- dynasir
- varclushi-opt
- psychometric
- pintor-pintor-pca
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Unknown
First Release
December 7, 2017
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
0.5.1
Total Releases
9
Contributors
18
Open PRs
3
Archived
No
Author
Jeremy Biggs
Python Versions
3
3.8
3.9
3.10
3.11
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh