pysurveyx (v0.21.0)

A unified Python framework for complex surveys, inspired by R's survey:

Sampling designs (strata/PSU/SSU), FPCs, replicate-weight variance (BRR/Fay/JK/bootstrap)
Calibration: raking, bounded, entropy, entropy_bounded (+ multiway)
Estimators: totals, means, proportions, ratios, GLM, quantiles (+ Woodruff SEs)
Quantile regression with replicate SEs (pinball & smoothed SAL)
Dynamic, self-contained HTML reports with Plotly

End-to-end

python examples/end_to_end.py --out report_out
# Produces: report_out.html (self-contained) and optional PDF

Built via Sphinx and auto-published to GitHub Pages on tag pushes.

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution for pysurveyx 0.21.0
File	Size	Uploaded
pysurveyx-0.21.0.tar.gz	19.3 kB	Oct 13, 2025	Details

Table of built distributions (wheels) for pysurveyx 0.21.0
File	Interpreter	ABI	Platform	Reset
pysurveyx-0.21.0-py3-none-any.whl 24.8 kB Oct 13, 2025	Python 3	none	any	Details

Total release size: 44.0 kB

Download URL	pysurveyx-0.21.0.tar.gz
Size	19.3 kB
Tags	Source
SHA-256 checksum How to use checksums	`ba87deb78614b32ddc7ba7ae6861e0fe154b960340b7fda8299b12700740aded`
BLAKE2b-256 checksum How to use checksums	`d1a539d71339a6620fc495894bf633b432721824a0319a0c7e5175882d0853ff`
Upload date	Oct 13, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.13.4`

Download URL	pysurveyx-0.21.0-py3-none-any.whl
Size	24.8 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`b2c6a84e15f348453a07c06e19aa1d8143be68dab33eafe4ec9bbcffcc9f94c4`
BLAKE2b-256 checksum How to use checksums	`bc753f2932e50de8dfa6dec4e830d1709cdc1d012ef7af43daa8c4c9fbd65be7`
Upload date	Oct 13, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.13.4`

This release

0.21.0 This release