PyRank
arviz-devs

xarray-einstats

Stats, linear algebra and einops for xarray
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

xarray-einstats has 2.1M monthly downloads and 68 GitHub stars. Version 0.10.0 supports Python 3.12+, first published in 2022.

It is actively maintained under a permissive license, last released in Feb 2026.

It is built on top of numpy, scipy and xarray. It is used by 5 tracked packages, including pymc-marketing, discontinuitypy and bayesian-multitarget-latent-factors.

GitHub topics include numpy, xarray and scipy.

Downloads
Day
57.3K
Week
479.9K
Month
2.1M
Stars
68
Forks
9
Issues
3
Version
0.10.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
35
Adoption
80
Community
50
Provenance
100
How the maintenance status was determined
Last commit
16 days ago
Monthly downloads
2,054,021
• 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
2,054,021
Stars
68
Stars per 1k downloads
0.03
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
68,552
Month daily avg
68,467
Momentum
+0.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.12
• 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
Apache Software License
• 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
137 days ago
Total releases
14
Releases/year
3.1
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
24
Monthly downloads
2,054,021
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
43
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
266.7%
contrib / forks
Stale Release
121d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 36.0K
macOS 1.2K
Windows 440

Python Versions

3.12
43.2% 15.4K
3.10
23.5% 8.4K
3.11
14.7% 5.2K
3.9
13.0% 4.6K
3.13
5.6% 2.0K

Top Countries

1. US US
27.0K
2. IE IE
5.5K
3. SG SG
1.5K
4. CN CN
1.0K
5. HK HK
478
6. NL NL
476
7. HU HU
465
8. JP JP
294
9. GB GB
280
10. DE DE
279

Dependencies

3
19 optional dependencies

Used By

5
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache Software License
First Release
January 24, 2022
Last Release
4 months ago
Last Commit
2 weeks ago
Latest Version
0.10.0
Total Releases
14
Contributors
24
Open PRs
1
Archived
No
Python Versions
3 3.11 3.12 3.13 3.14
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links