PyRank
xarray-contrib

flox

Fast & furious GroupBy operations for dask.array
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
11.0K
Week
72.9K
Month
366.5K
Stars
136
Forks
22
Issues
27
Version
0.11.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
43
Adoption
55
Community
60
Provenance
0
How the maintenance status was determined
Last commit
31 days ago
Monthly downloads
366,530
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
366,530
Stars
136
Stars per 1k downloads
0.37
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
10,417
Month daily avg
12,218
Momentum
-14.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
Apache-2.0
• 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
130 days ago
Total releases
72
Releases/year
15.5
• 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
25
Monthly downloads
366,530
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
60
 
Issue Burden
198.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
113.6%
contrib / forks
Stale Release
99d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 8.6K
Windows 107
macOS 104

Python Versions

3.13
73.5% 6.5K
3.11
18.2% 1.6K
3.12
4.4% 388
3.14
2.2% 192
3.10
1.7% 154

Top Countries

1. US US
6.0K
2. GB GB
2.8K
3. RU RU
144
4. SG SG
95
5. IE IE
36
6. CN CN
30
7. AU AU
24
8. DE DE
13
9. IN IN
12
10. HK HK
11
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache-2.0
First Release
November 16, 2021
Last Release
4 months ago
Last Commit
1 month ago
Latest Version
0.11.2
Total Releases
72
Contributors
25
Open PRs
17
Archived
No
Python Versions
3.11 3.12 3.13 3.14
Wheels
py3
Keywords
xarray dask groupby
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links