linearmodels
Linear Panel, Instrumental Variable, Asset Pricing, and System Regression models for Python
linearmodels has been downloaded 10,705,370 times in total on PyPI, including 456,376 in the last 30 days. The latest version is 7.1, released Oct 16, 2026. It is distributed under the NCSA license.
Version7.1
Downloads
10.71M
LicenseNCSA
AuthorKevin Sheppard
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal7.*6.*
Range
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CI traffic
Stack: OffCI: Included3 / 47 series
Selected total2.05M
10.7MAll-time
456.4kLast 30 days
11.2kLast 24 h
0.21/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0151.9%
7.0
616.9k downloadsDownloads616.9k51.9% - 0218.4%
5.4
218.9k downloadsDownloads218.9k18.4% - 0313.8%
7.1
164.1k downloadsDownloads164.1k13.8% - 046.2%
6.1
73.7k downloadsDownloads73.7k6.2% - 055.5%
5.3
65.0k downloadsDownloads65.0k5.5% - 060.8%
6.0
10.0k downloadsDownloads10.0k0.8% - 070.6%
4.31
7.5k downloadsDownloads7.5k0.6% - 080.4%
5.1
5.3k downloadsDownloads5.3k0.4% - 092.3%
Other
27.1k downloadsDownloads27.1k2.3%
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