awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 31,264,248 times in total on PyPI, including 840,132 in the last 30 days. The latest version is 2.9.0, released Feb 9, 2026.
Version2.9.0
Downloads
31.26M
License—
AuthorJim Pivarski
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included3 / 255 series
Selected total5.83M
31.3MAll-time
840.1kLast 30 days
59.1kLast 24 h
0.36/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0135.5%
2.9.0
1.0M downloadsDownloads1.0M35.5% - 0216.6%
1.10.5
485.3k downloadsDownloads485.3k16.6% - 0315.8%
2.8.12
463.3k downloadsDownloads463.3k15.8% - 0410.5%
2.9.1
306.4k downloadsDownloads306.4k10.5% - 058.0%
2.8.2
235.0k downloadsDownloads235.0k8.0% - 066.3%
2.10.0
185.2k downloadsDownloads185.2k6.3% - 070.6%
2.8.1
19.0k downloadsDownloads19.0k0.6% - 080.6%
2.7.4
16.9k downloadsDownloads16.9k0.6% - 096.1%
Other
177.7k downloadsDownloads177.7k6.1%
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Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.