awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 33,477,019 times in total on PyPI, including 2,267,869 in the last 30 days. The latest version is 2.9.0, released Feb 9, 2026.
Version2.9.0
Downloads
33.48M
License—
AuthorJim Pivarski
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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CI traffic
Stack: OffCI: Included3 / 249 series
Selected total7.75M
33.5MAll-time
2.3MLast 30 days
68.2kLast 24 h
1.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0122.4%
1.10.5
870.3k downloadsDownloads870.3k22.4% - 0215.6%
2.8.2
606.6k downloadsDownloads606.6k15.6% - 0315.4%
2.12.0
598.4k downloadsDownloads598.4k15.4% - 0411.1%
2.9.0
433.3k downloadsDownloads433.3k11.1% - 059.6%
2.8.12
374.4k downloadsDownloads374.4k9.6% - 068.5%
2.9.1
329.6k downloadsDownloads329.6k8.5% - 076.3%
2.10.0
243.7k downloadsDownloads243.7k6.3% - 085.7%
2.11.0
220.3k downloadsDownloads220.3k5.7% - 095.5%
Other
214.1k downloadsDownloads214.1k5.5%
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Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.