arnio
Data trust for Python. Validate, clean, and profile DataFrames before everything else.
arnio has been downloaded 173,855 times in total on PyPI, including 8,190 in the last 30 days. The latest version is 2.0.0, released Jul 15, 2026. It is distributed under the MIT license.
Version2.0.0
Downloads
173.85k
LicenseMIT
AuthorAnish Raj
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal2.*1.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included3 / 38 series
Selected total62.24k
173.9kAll-time
8.2kLast 30 days
34Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 014.4%
1.20.0
1.4k downloadsDownloads1.4k4.4% - 024.2%
1.19.0
1.3k downloadsDownloads1.3k4.2% - 033.8%
1.18.0
1.2k downloadsDownloads1.2k3.8% - 043.7%
1.17.1
1.2k downloadsDownloads1.2k3.7% - 053.1%
1.10.0
967 downloadsDownloads9673.1% - 063.1%
1.16.0
959 downloadsDownloads9593.1% - 073.1%
1.11.2
959 downloadsDownloads9593.1% - 083.1%
1.8.0
958 downloadsDownloads9583.1% - 0971.7%
Other
22.5k downloadsDownloads22.5k71.7%
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