arulesViz - Visualizing Association Rules and Frequent Itemsets - R package

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.
• Current development version: Download package from AppVeyor or install via install_git("mhahsler/arulesViz") (requires devtools). You might also have to install the development version of arules.

Available Visualizations

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

Several visualizations are also available in interactive exploration mode.

Example

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

Further Information

• arulesViz package vignette with complete examples.
• Reference manual

Maintainer: Michael Hahsler