awkward
Manipulate JSON-like data with NumPy-like idioms.
awkward has been downloaded 37,758,756 times in total on PyPI, including 1,314,979 in the last 30 days. The latest version is 2.14.0, released Sep 17, 2026.
Version2.14.0
Downloads
37.76M
License—
AuthorJim Pivarski
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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CI traffic
Stack: OffCI: Included3 / 260 series
Selected total11.49M
37.8MAll-time
1.3MLast 30 days
39.4kLast 24 h
0.54/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0127.6%
2.13.0
1.6M downloadsDownloads1.6M27.6% - 0217.6%
2.14.0
1.0M downloadsDownloads1.0M17.6% - 0313.1%
1.10.5
753.4k downloadsDownloads753.4k13.1% - 0412.1%
2.12.0
695.8k downloadsDownloads695.8k12.1% - 058.5%
2.8.12
491.4k downloadsDownloads491.4k8.5% - 066.9%
2.8.2
394.8k downloadsDownloads394.8k6.9% - 076.8%
2.11.0
393.4k downloadsDownloads393.4k6.8% - 081.6%
2.9.1
92.9k downloadsDownloads92.9k1.6% - 095.8%
Other
335.6k downloadsDownloads335.6k5.8%
Guess the next day
Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.