PyRank
scikit-hep

awkward

Manipulate JSON-like data with NumPy-like idioms.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (scikit-hep/awkward-1.0) with 4 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
35.5K
Week
369.1K
Month
1.4M
Stars
959
Forks
123
Issues
229
Version
2.9.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
62
Adoption
90
Community
70
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
1,435,335
• 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
1,435,335
Stars
959
Stars per 1k downloads
0.67
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
52,722
Month daily avg
47,844
Momentum
+10.2%
((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
102 days ago
Total releases
263
Releases/year
33.1
• 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
71
Monthly downloads
1,435,335
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
85
 
Issue Burden
238.8
per 1k stars
Discussions
279.5
per 1k stars
Fork Ratio
57.7%
contrib / forks
Stale Release
100d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 16.7K
macOS 200
Windows 170

Python Versions

3.9
51.1% 8.4K
3.12
29.1% 4.8K
3.11
8.7% 1.4K
3.13
5.6% 920
3.10
5.4% 889

Top Countries

1. US US
15.7K
2. CN CN
582
3. CH CH
451
4. SG SG
299
5. GB GB
281
6. IE IE
217
7. DE DE
129
8. IN IN
67
9. FR FR
56
10. AE AE
47

GitHub Topics

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

Package Information

License
BSD-3-Clause
First Release
June 17, 2018
Last Release
3 months ago
Last Commit
3 days ago
Latest Version
2.9.0
Total Releases
263
Contributors
71
Open PRs
28
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp35 cp37 cp38 cp39 py2 py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links