arulesViz v1.3-0

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Visualizing Association Rules and Frequent Itemsets

Extends package arules with various visualization techniques for association rules and itemsets. The package also includes several interactive visualizations for rule exploration.

Readme

arulesViz - Visualizing Association Rules and Frequent Itemsets with R

CRAN version CRAN RStudio mirror downloads Travis-CI Build Status AppVeyor Build Status

This R package extends package arules with various visualization techniques for association rules and itemsets. The package also includes several interactive visualizations for rule exploration.

Installation

Stable CRAN version: install from within R with

install.packages("arulesViz")

Current development version: Download package from AppVeyor or install from GitHub (needs devtools).

library("devtools")
install_github("mhahsler/arulesViz")

This might also require the development version of arules.

Features

  • Visualizations using base and/or grid.
  • Interactive visualizations using grid.
  • Interactive visualizations with package plotly.
  • Interactive rule inspection with package datatable.

Available Visualizations:

  • Scatterplot, two-key plot
  • Matrix and matrix 3D visualization
  • Grouped matrix-based visualization
  • Several graph-based visualizations
  • Doubledecker and mosaic plots
  • Parallel Coordinate plot

Usage

Mine some rules.

library(arulesViz)
data(Groceries)
rules <- apriori(Groceries, parameter=list(support=0.005, confidence=0.5))

Standard visualization

plot(rules)

Scatter plot

Interactive visualization with plotly

plotly_arules(rules)

Open example output.

Interactive inspect with datatable

inspectDT(rules)

Open example output.

References

Functions in arulesViz

Name Description
plotly_arules Interactive Scatter Plot for Association Rules using plotly
saveAsGraph Save rules or itemsets as a graph description
inspectDT Inspect Associations Interactively Using datatable
plot Visualize Association Rules and Itemsets
No Results!

Vignettes of arulesViz

Name
arules.bib
arulesViz.Rnw
arulesViz.bib
gephi_1.pdf
scatterplot_interactive.png
No Results!

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Details

Date 2017-09-07
License GPL-3
URL http://lyle.smu.edu/IDA/arules/
BugReports https://github.com/mhahsler/arulesViz
Copyright (C) 2011 Michael Hahsler and Sudheer Chelluboina
NeedsCompilation no
Packaged 2017-09-09 17:43:35 UTC; hahsler
Repository CRAN
Date/Publication 2017-09-09 21:54:13 UTC

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