awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 35,070,484 times in total on PyPI, including 3,155,013 in the last 30 days. The latest version is 2.9.0, released Feb 9, 2026.
Version2.9.0
Downloads
35.07M
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 / 241 series
Selected total10.05M
35.1MAll-time
3.2MLast 30 days
63.7kLast 24 h
1.66/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0120.1%
2.13.0
1.0M downloadsDownloads1.0M20.1% - 0218.7%
1.10.5
941.6k downloadsDownloads941.6k18.7% - 0313.6%
2.8.2
686.2k downloadsDownloads686.2k13.6% - 0413.3%
2.12.0
668.6k downloadsDownloads668.6k13.3% - 058.7%
2.8.12
436.1k downloadsDownloads436.1k8.7% - 066.8%
2.9.1
344.9k downloadsDownloads344.9k6.8% - 075.2%
2.11.0
264.0k downloadsDownloads264.0k5.2% - 085.0%
2.10.0
250.0k downloadsDownloads250.0k5.0% - 098.6%
Other
435.0k downloadsDownloads435.0k8.6%
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Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.