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
UpdatedFeb 9, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal2.*1.*
Range
View
Granularity
Group by
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

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    2.13.0

    1.0M downloads
    20.1%
  • 02

    1.10.5

    941.6k downloads
    18.7%
  • 03

    2.8.2

    686.2k downloads
    13.6%
  • 04

    2.12.0

    668.6k downloads
    13.3%
  • 05

    2.8.12

    436.1k downloads
    8.7%
  • 06

    2.9.1

    344.9k downloads
    6.8%
  • 07

    2.11.0

    264.0k downloads
    5.2%
  • 08

    2.10.0

    250.0k downloads
    5.0%
  • 09

    Other

    435.0k downloads
    8.6%

Guess the next day

Thirteen recent days of awkward downloads. Drag the green handle on the right to guess where day fourteen lands.

TRUTH63.7k70.4kWEDTHUFRISATSUNMONTUEWEDTHUFRISATSUNMON
    awkward · 35.1M downloads on PyPI