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
1 days ago
Monthly downloads
6,160
•
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
6,160
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
449
Month daily avg
205
Momentum
+118.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.13
•
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
LicenseRef-Proprietary
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
1 days ago
Total releases
9
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
6,160
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
2
Linux
1
Python Versions
3.11
50.0%
2
3.13
25.0%
1
3.8
25.0%
1
Top Countries
1.
US
185
US
2.
HK
35
HK
3.
DE
22
DE
4.
CN
13
CN
5.
RU
8
RU
6.
GB
7
GB
7.
NL
7
NL
8.
CA
6
CA
9.
SG
6
SG
10.
FR
4
FR
Dependencies
26
- dash >=4.1.0
- dash-ag-grid >=31.3.1
- dash-bootstrap-components >=2.0.4
- google-genai >=1.56.0
- importlib-resources >=6.5.2
- ipython >=9.8.0
- jupyter >=1.1.1
- jupyter-ai >=2.31.7
- jupyter-dash >=0.4.2
- kaggle >=2.0.0
- kdepy >=1.1.12
- kmds >=0.3.1
- matplotlib >=3.10.8
- numpy >=2.4.0
- pandas >=2.3.3
- plotly >=6.5.0
- python-dotenv >=1.2.1
- req >=1.0.0
- ruptures >=1.1.10
- scikit-learn >=1.8.0
- scipy <1.16.0
- seaborn >=0.13.2
- skrub >=0.7.2
- ssalib >=0.1.3
- statsmodels >=0.14.6
- streamlit >=1.52.2
6 optional dependencies
- furo[docs]
- myst-parser[docs]
- pytest[dev]
- pytest-cov[dev]
- sphinx[docs]
- sphinx-copybutton[docs]
Used By
0
Not used by any tracked packages
Package Information
License
LicenseRef-Proprietary
First Release
April 9, 2026
Last Release
Yesterday
Last Commit
-
Latest Version
3.1.0
Total Releases
9
Contributors
-
Open PRs
-
Archived
-
Python Versions
3
Wheels
py3
Keywords
Topics
-
Tracking Since
April 12, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh