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dataproofer-stats-suite

v2.1.0

Published

Suite of advanced statistics tests for dataproofer

Vulnerabilities

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Links

Git

Maintainers

grichgrichejfoxejfoxenjalotenjalot

Keywords

datacsvexcel

Readme

stats-suite

Suite of statistical tests for Dataproofer

Table of Contents

Tests

standardDeviationOutliers.js

src/standardDeviationOutliers.js:18-132

Outlier detection using standard deviation Examples in comparison with median absolute deviations:

Parameters

  • rows Array an array of objects representing rows in the spreadsheet
  • columnHeads Array an array of strings for column names of the spreadsheet

Returns Object describing the result

medianAbsoluteDeviationOutliers.js

src/medianAbsoluteDeviationOutliers.js:18-136

Outlier detection using median absolute deviation Examples in comparison with standard deviation:

Parameters

  • rows Array an array of objects representing rows in the spreadsheet
  • columnHeads Array an array of strings for column names of the spreadsheet

Returns Object describing the result

Development

Getting Started

git clone [email protected]:dataproofer/stats-suite.git
cd stats-suite
npm install

Writing Tests

Building Docs

We use documentation.js, but have created a handy script for regenerating documentation.

npm run docs

Then open up and check your docs in DOCUMENTATION.md