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conjurer (version 1.1.0)

A Parametric Method for Generating Synthetic Data

Description

Builds synthetic data applicable across multiple domains. This package also provides flexibility to control data distribution to make it relevant to many industry examples.

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Install

install.packages('conjurer')

Monthly Downloads

331

Version

1.1.0

License

MIT + file LICENSE

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Repository

https://github.com/SidharthMacherla/conjurer

Maintainer

Sidharth Macherla

Last Published

March 13th, 2020

Functions in conjurer (1.1.0)

buildOutliers

Build Outliers in Data Distribution

genMatrix

Generate Frequency Distribution Matrix

genTrans

Build Transaction Data

genTriples

Extracts Three Consecutive Alphabets of the String

buildPareto

Map Factors Based on Pareto Arguments

buildSpike

Build Spikes in the Data Distribution

buildNames

Generate Names

buildName

Build Dynamic Strings

buildProd

Build Product Data

buildDistr

Build Data Distribution

genFirstPairs

Extracts the First Two Alphabets of the String

buildCust

Build a Unique Customer Identifier

missingArgHandler

Handle Missing Arguments in Function

nextAlphaProb

Generate Next Alphabet