Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
9 days ago
Monthly downloads
1,011
•
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
1,011
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
26
Month daily avg
34
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.11
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
Custom Non-Commercial License with Donation Requirements
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
9 days ago
Total releases
3
Releases/year
121.7
•
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
Unknown
Monthly downloads
1,011
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
macOS
6
Python Versions
3.11
100.0%
6
Top Countries
1.
US
18
US
2.
GB
6
GB
3.
KR
6
KR
4.
SG
6
SG
5.
FR
2
FR
Dependencies
7
- apscheduler >=3.10
- networkx >=3.2
- numpy >=1.26
- pydantic >=2.6
- python-louvain >=0.16
- sentence-transformers >=2.7
- torch >=2.2
10 optional dependencies
- fastapi[server]
- mcp[mcp]
- mypy[dev]
- ollama[ollama]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-cov[dev]
- pytest-mock[dev]
- ruff[dev]
- uvicorn[server]
Used By
0
Not used by any tracked packages
Package Information
License
Custom Non-Commercial License with Donation Requirements
First Release
May 13, 2026
Last Release
1 week ago
Last Commit
-
Latest Version
0.2.0
Total Releases
3
Contributors
-
Open PRs
-
Archived
-
Python Versions
3
3.11
3.12
Wheels
py3
Keywords
Tracking Since
May 13, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh