PyRank
alkaline-ml

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
PyPI GitHub
Downloads
Day
145.3K
Week
804.5K
Month
3.4M
Stars
1.7K
Forks
252
Issues
61
Version
2.1.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
69
Adoption
80
Community
55
How the maintenance status was determined
Last commit
186 days ago
Monthly downloads
3,445,741
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
3,445,741
Stars
1,721
Stars per 1k downloads
0.50
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
114,932
Month daily avg
114,858
Momentum
+0.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
186 days ago
Total releases
29
Releases/year
3.9
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
20
Monthly downloads
3,445,741
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
56
 
Issue Burden
35.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
7.9%
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 75.3K
Windows 900
macOS 293

Python Versions

3.12
34.8% 25.9K
3.10
27.9% 20.8K
3.11
27.6% 20.6K
3.9
7.5% 5.6K
3.7
2.2% 1.6K

Top Countries

1. US US
60.2K
2. IE IE
4.8K
3. GR GR
3.1K
4. NL NL
2.3K
5. AU AU
1.1K
6. JP JP
1.1K
7. SG SG
743
8. AE AE
410
9. IN IN
399
10. DE DE
380

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT
First Release
November 18, 2018
Last Release
6 months ago
Last Commit
6 months ago
Latest Version
2.1.1
Total Releases
29
Contributors
20
Open PRs
8
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
cp310 cp311 cp312 cp313 cp314 cp35 cp36 cp37 cp38 cp39
Keywords
arima timeseries forecasting pyramid pmdarima pyramid-arima scikit-learn statsmodels
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links