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.

**Stable CRAN version:** install from within R with

**Current development version:** install from GitHub (needs devtools) with

This might also require the development version of arules.

- Visualizations using engines
`ggplot2`

,`grid`

,`base`

(R base plots),`htmlwidget`

(powered by`plotly`

and`visNetwork`

). - Interactive visualizations using
`grid`

,`plotly`

and`visNetwork`

. - Interactive rule inspection with
`datatable`

. - Integrated interactive rule exploration using
`ruleExplorer`

.

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

Mine some rules.

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

- Michael Hahsler and Sudheer Chelluboina. Visualizing Association Rules: Introduction to the R-extension Package arulesViz (with complete examples).
- Michael Hahsler. arulesViz: Interactive visualization of association rules with R.
*R Journal,*9(2):163-175, December 2017. - Michael Hahsler, Sudheer Chelluboina, Kurt Hornik, and Christian Buchta. The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets.
*Journal of Machine Learning Research,*12:1977-1981, 2011.