Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
8
Popularity
43
Adoption
32
Community
35
How the maintenance status was determined
Last commit
943 days ago
Monthly downloads
1,605
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
1,605
Stars
214
Stars per 1k downloads
133.33
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
41
Month daily avg
54
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
>=3.8,<4.0
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
MIT
•
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
1015 days ago
Total releases
51
Releases/year
12.3
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
13
Monthly downloads
1,605
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
44
Issue Burden
172.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
118.2%
contrib / forks
Stale Release
71d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
No OS data available
Python Versions
No Python version data available
Top Countries
1.
HK
11
HK
2.
CA
1
CA
3.
DE
1
DE
Dependencies
14
- fastapi <0.101.0,>=0.95.1
- inquirer <4.0.0,>=3.1.2
- nest-asyncio <2.0.0,>=1.5.6
- opentsne <1.1.0,>=0.7.1
- pandas <3.0.0,>=2.0.0
- pathos <0.4.0,>=0.3.0
- pydantic <2.0.0
- requests <3.0.0,>=2.28.1
- setuptools
- tomli <3.0.0,>=2.0.1
- tqdm <5.0.0,>=4.64.0
- uvicorn <0.24,>=0.22
- websockets <12.0,>=11.0
- zeno-sliceline <0.0.2,>=0.0.1
Used By
3
Package Information
License
MIT
First Release
March 14, 2022
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.6.4
Total Releases
51
Contributors
13
Open PRs
8
Archived
Yes
Author
Ángel Alexander Cabrera
Python Versions
3
3.8
3.9
3.10
3.11
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh