Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
16
Popularity
76
Adoption
42
Community
45
How the maintenance status was determined
Last commit
56 days ago
Monthly downloads
16,487
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
16,487
Stars
4,473
Stars per 1k downloads
271.30
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
367
Month daily avg
550
Momentum
-33.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.7.0
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
3-Clause BSD
•
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
685 days ago
Total releases
20
Releases/year
4.3
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
46
Monthly downloads
16,487
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
52
Issue Burden
7.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
12.9%
contrib / forks
Stale Release
628d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
226
Windows
6
macOS
2
Python Versions
3.12
67.4%
122
3.11
17.1%
31
3.10
9.9%
18
3.13
2.8%
5
3.8
2.8%
5
Top Countries
1.
US
211
US
2.
JP
8
JP
3.
IN
6
IN
4.
IE
3
IE
5.
KR
3
KR
6.
SG
3
SG
7.
CN
2
CN
8.
CA
1
CA
Dependencies
15
- cython
- dill
- gitpython
- lightgbm
- matplotlib
- numpy <2.0,>=1.21
- packaging
- pandas >=1.1.0
- plotly >=4.13
- prophet >=1.1
- py4j
- scikit-learn >=0.22
- scipy >=1.6.0
- statsmodels >=0.12.2
- tqdm
Used By
0
Not used by any tracked packages
Package Information
License
3-Clause BSD
First Release
September 23, 2021
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
2.0.4
Total Releases
20
Contributors
46
Open PRs
5
Archived
Yes
Author
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K C Krithika, Sukumar Maddineni,
Wheels
py3
Keywords
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh