awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 32,818,357 times in total on PyPI, including 1,848,559 in the last 30 days. The latest version is 2.9.0, released Feb 9, 2026.
Version2.9.0
Downloads
32.82M
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 total7.25M
32.8MAll-time
1.8MLast 30 days
229.4kLast 24 h
1.12/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0120.5%
1.10.5
740.6k downloadsDownloads740.6k20.5% - 0218.9%
2.9.0
685.2k downloadsDownloads685.2k18.9% - 0313.9%
2.8.2
503.2k downloadsDownloads503.2k13.9% - 0412.9%
2.8.12
467.1k downloadsDownloads467.1k12.9% - 058.9%
2.9.1
320.4k downloadsDownloads320.4k8.9% - 067.1%
2.12.0
257.2k downloadsDownloads257.2k7.1% - 076.6%
2.10.0
240.2k downloadsDownloads240.2k6.6% - 085.3%
2.11.0
190.9k downloadsDownloads190.9k5.3% - 095.9%
Other
215.1k downloadsDownloads215.1k5.9%
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Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.