Provenance Mismatch
This package's publish attestation (PEP 740) proves it builds from scikit-hep/awkward, not the linked scikit-hep/awkward-1.0. Stars and other GitHub metrics shown here come from the claimed repository.
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
BSD-3-Clause
Last Release
4 weeks ago
First Release
June 17, 2018
Total Releases
269
Python Versions
3
3.10
3.11
3.12
3.13
3.14
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
63
Adoption
70
Community
70
Provenance
0
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
1,253,594
•
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
1,253,594
Stars
987
Stars per 1k downloads
0.79
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
40,409
Month daily avg
41,786
Momentum
-3.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 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
28 days ago
Total releases
269
Releases/year
32.3
•
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
79
Monthly downloads
1,253,594
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
88
Issue Burden
225.9
per 1k stars
Discussions
282.7
per 1k stars
Fork Ratio
53.4%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
25.8K
Windows
438
macOS
423
Python Versions
3.12
35.7%
8.8K
3.9
29.7%
7.3K
3.11
20.3%
5.0K
3.10
8.0%
2.0K
3.13
6.4%
1.6K
Top Countries
1.
US
23.9K
US
2.
CH
1.4K
CH
3.
GB
1.1K
GB
4.
SG
610
SG
5.
CA
406
CA
6.
DE
175
DE
7.
IN
174
IN
8.
HK
142
HK
9.
CN
88
CN
10.
NL
70
NL
Weekly Downloads
GitHub Stars *
Dependencies
6
- awkward-cpp ==57
- fsspec >=2022.11.0
-
importlib-metadata
>=4.13.0
python_version < "3.12"
- numpy >=1.21.3
- packaging
-
typing-extensions
>=4.1.0
python_version < "3.11"
Used By
113
- uproot 744.4K/mo
- coffea 397.0K/mo
- gigatoken 266.4K/mo
- awkward-pandas 153.3K/mo
- fastjet 150.8K/mo
- dask-awkward 149.1K/mo
- ragged 73.3K/mo
- genvarloader 26.4K/mo
- seqpro 19.4K/mo
- pybes3 10.8K/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh