Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
85
Adoption
76
Community
80
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
470,776
•
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
470,776
Stars
9,794
Stars per 1k downloads
20.80
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
15,735
Month daily avg
15,693
Momentum
+0.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
LicenseRef-FSL-1.1-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
14 days ago
Total releases
104
Releases/year
16.0
•
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
123
Monthly downloads
470,776
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
94
Issue Burden
0.3
per 1k stars
Discussions
60.6
per 1k stars
Fork Ratio
6.6%
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
11.4K
Windows
629
macOS
53
Python Versions
3.12
61.2%
7.0K
3.10
19.4%
2.2K
3.11
10.7%
1.2K
3.8
4.7%
538
3.9
4.0%
459
Top Countries
1.
US
9.9K
US
2.
JP
511
JP
3.
NL
381
NL
4.
IE
286
IE
5.
IN
225
IN
6.
SG
122
SG
7.
KR
94
KR
8.
MX
94
MX
9.
GB
63
GB
10.
DE
57
DE
Dependencies
10
- ipython <9,>=8.18
- jinja2 >=3.1
- joblib >=1.4
- numpy >=1.26
- pandas >=2.2
- plotly >=5.22
- requests >=2.32
- scikit-learn >=1.5
- scipy >=1.11
- tqdm >=4.66
25 optional dependencies
- ipywidgets[notebook]
- ipywidgets[full]
- kaleido[export]
- kaleido[full]
- mypy[dev]
- nbformat[notebook]
- nbformat[full]
- nbval[test]
- numba[full]
- numba[anomaly]
- pmdarima[full]
- pmdarima[timeseries]
- pre-commit[dev]
- pyod[anomaly]
- pyod[full]
- pytest[test]
- pytest-cov[test]
- pytest-xdist[test]
- ruff[dev]
- shap[interpret]
- shap[full]
- sktime[full]
- sktime[timeseries]
- statsmodels[full]
- statsmodels[timeseries]
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
LicenseRef-FSL-1.1-MIT
First Release
November 29, 2019
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
4.0.0a8
Total Releases
104
Contributors
123
Open PRs
11
Archived
No
Author
PyCaret developers
Python Versions
3.11
3.12
3.13
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh