PyRank
coffeateam

coffea

Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.
PyPI GitHub
Downloads
Day
13.9K
Week
131.8K
Month
430.0K
Stars
143
Forks
141
Issues
54
Version
2026.4.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
51
Adoption
96
Community
90
How the maintenance status was determined
Last commit
12 days ago
Monthly downloads
430,026
• 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
430,026
Stars
143
Stars per 1k downloads
0.33
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
18,825
Month daily avg
14,334
Momentum
+31.3%
((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
BSD-3-Clause
• 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
38 days ago
Total releases
145
Releases/year
20.8
• 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
84
Monthly downloads
430,026
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
95
 
Issue Burden
377.6
per 1k stars
Discussions
300.7
per 1k stars
Fork Ratio
59.6%
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 4.7K
Windows 75
macOS 4

Python Versions

3.12
92.1% 4.4K
3.11
5.1% 243
3.13
1.9% 91
3.10
0.5% 25
3.9
0.4% 20

Top Countries

1. US US
4.7K
2. HK HK
75
3. SG SG
75
4. TW TW
75
5. DE DE
50
6. NL NL
50
7. CH CH
21
8. CN CN
2
9. DK DK
2
10. JP JP
2

Dependencies

28
27 optional dependencies

Used By

9

Package Information

License
BSD-3-Clause
First Release
June 6, 2019
Last Release
1 month ago
Last Commit
1 week ago
Latest Version
2026.4.0
Total Releases
145
Contributors
84
Open PRs
12
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links