Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
45
Adoption
70
Community
20
How the maintenance status was determined
Last commit
459 days ago
Monthly downloads
1,560,799
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
1,560,799
Stars
217
Stars per 1k downloads
0.14
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
51,403
Month daily avg
52,027
Momentum
-1.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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
BSD 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
459 days ago
Total releases
30
Releases/year
4.6
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
10
Monthly downloads
1,560,799
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
27
Issue Burden
87.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
50.0%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
36.2K
Windows
321
macOS
101
Python Versions
3.10
56.2%
19.9K
3.11
25.7%
9.1K
3.12
10.1%
3.6K
3.8
5.2%
1.8K
3.9
2.8%
987
Top Countries
1.
US
30.2K
US
2.
IE
1.1K
IE
3.
SG
1.1K
SG
4.
NL
990
NL
5.
GB
872
GB
6.
JP
678
JP
7.
HK
305
HK
8.
IN
208
IN
9.
BR
197
BR
10.
ID
154
ID
Dependencies
6
31 optional dependencies
- big-o[testing]
- black[testing]
- check-manifest[testing]
- imagehash[type-image-path]
- ipython[testing]
- isort[testing]
- matplotlib[plotting]
- mypy[testing]
- nbsphinx[testing]
- numba[testing]
- pillow[type-image-path]
- pre-commit[testing]
- puremagic[type-image-path]
- pyarrow[testing]
- pydot[testing]
- pydot[plotting]
- pygraphviz[plotting]
- pyspark[testing]
- pytest[testing]
- pytest-spark[testing]
- recommonmark[testing]
- setuptools[testing]
- shapely[type-geometry]
- sphinx-autodoc-typehints[testing]
- sphinx-copybutton[testing]
- sphinx-rtd-theme[testing]
- twine[testing]
- visions[all]
- visions[dev]
- visions[testing]
- wheel[testing]
Package Information
License
BSD License
First Release
October 7, 2019
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.8.1
Total Releases
30
Contributors
10
Open PRs
0
Archived
No
Python Versions
3
3.9
3.10
3.11
3.12
3.13
Wheels
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh