Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
60
Adoption
53
Community
50
How the maintenance status was determined
Last commit
14 days ago
Monthly downloads
203,083
•
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
203,083
Stars
643
Stars per 1k downloads
3.17
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
5,282
Month daily avg
6,769
Momentum
-22.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<3.15,>=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
BUSL-1.1
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
89 days ago
Total releases
69
Releases/year
8.7
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
22
Monthly downloads
203,083
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
56
Issue Burden
76.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.3%
contrib / forks
Stale Release
75d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
3.0K
Windows
119
macOS
28
Python Versions
3.11
43.7%
1.3K
3.12
33.7%
968
3.13
11.0%
315
3.7
6.3%
182
3.10
5.3%
151
Top Countries
1.
US
1.8K
US
2.
SG
661
SG
3.
NL
351
NL
4.
RU
138
RU
5.
IE
77
IE
6.
AU
69
AU
7.
DE
41
DE
8.
IN
41
IN
9.
CN
29
CN
10.
TW
26
TW
Dependencies
4
35 optional dependencies
- alabaster[dev]
- boto3[dev]
- build[dev]
- bump-my-version[dev]
- copulas[test]
- copulas[dev]
- coverage[dev]
- docutils[dev]
- invoke[dev]
- jinja2[dev]
- jupyter[tutorials]
- lxml-html-clean[dev]
- markupsafe[tutorials]
- myst-parser[dev]
- nbsphinx[dev]
- pip[dev]
- pytest[test]
- pytest-cov[test]
- pytest-rerunfailures[test]
- ruff[dev]
- rundoc[readme]
- scikit-learn[tutorials]
- sphinx[dev]
- sphinxcontrib-applehelp[dev]
- sphinxcontrib-devhelp[dev]
- sphinxcontrib-htmlhelp[dev]
- sphinxcontrib-qthelp[dev]
- sphinxcontrib-serializinghtml[dev]
- sphinx-rtd-theme[dev]
- tabulate[dev]
- tomli[test]
- twine[dev]
- urllib3[dev]
- watchdog[dev]
- wheel[dev]
Package Information
License
BUSL-1.1
First Release
June 12, 2018
Last Release
3 months ago
Last Commit
2 weeks ago
Latest Version
0.14.1
Total Releases
69
Contributors
22
Open PRs
4
Archived
No
Python Versions
3
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
py2
py3
Keywords
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh