awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 36,056,078 times in total on PyPI, including 2,296,265 in the last 30 days. The latest version is 2.9.0, released Feb 9, 2026.
Version2.9.0
Downloads
36.06M
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 / 254 series
Selected total11.19M
36.1MAll-time
2.3MLast 30 days
48.2kLast 24 h
0.46/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0126.9%
2.13.0
1.5M downloadsDownloads1.5M26.9% - 0217.6%
1.10.5
977.0k downloadsDownloads977.0k17.6% - 0313.2%
2.8.2
733.3k downloadsDownloads733.3k13.2% - 0412.2%
2.12.0
677.4k downloadsDownloads677.4k12.2% - 059.3%
2.8.12
518.3k downloadsDownloads518.3k9.3% - 066.6%
2.11.0
367.6k downloadsDownloads367.6k6.6% - 074.6%
2.10.0
253.5k downloadsDownloads253.5k4.6% - 083.8%
2.9.1
212.8k downloadsDownloads212.8k3.8% - 095.8%
Other
321.9k downloadsDownloads321.9k5.8%
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Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.