stats-suite

Suite of statistical tests for Dataproofer

• Documentation
• Repository
• Issues

Table of Contents

• Tests
  • standardDeviationOutliers.js
  • medianAbsoluteDeviationOutliers.js
• Development
  • Getting Started
  • Writing Tests
  • Building Docs

Tests

standardDeviationOutliers.js

src/standardDeviationOutliers.js:18-132

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

• simple-statistics.js
• agate.py

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:

• simple-statistics.js
• agate.py

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 git@github.com:dataproofer/stats-suite.git
cd stats-suite
npm install

Writing Tests

• How to
• Helper scripts documentation
• Templates
  • Basic test
  • Advanced test

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