Package: arulesViz 1.5.4

arulesViz: 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. Michael Hahsler (2017) <doi:10.32614/RJ-2017-047>.

Authors:Michael Hahsler [aut, cre, cph], Giallanza Tyler [ctb], Sudheer Chelluboina [ctb]

arulesViz_1.5.4.tar.gz
arulesViz_1.5.4.zip(r-4.7-any)arulesViz_1.5.4.zip(r-4.6-any)arulesViz_1.5.4.zip(r-4.5-any)
arulesViz_1.5.4.tgz(r-4.6-any)arulesViz_1.5.4.tgz(r-4.5-any)
arulesViz_1.5.4.tar.gz(r-4.7-any)arulesViz_1.5.4.tar.gz(r-4.6-any)
arulesViz_1.5.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
arulesViz/json (API)

# Install 'arulesViz' in R:
install.packages('arulesViz', repos = c('https://mhahsler.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mhahsler/arulesviz/issues

Pkgdown/docs site:https://michael.hahsler.net

On CRAN:

Conda:

arulesassociation-rulesfrequent-itemsetsinteractive-visualizationsvisualization

11.26 score 56 stars 2 packages 2.1k scripts 8.6k downloads 11 mentions 7 exports 97 dependencies

Last updated from:1dc960a0f8. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK193
source / vignettesOK280
linux-releaseOK295
macos-releaseOK118
macos-oldrelOK128
windows-develOK96
windows-releaseOK134
windows-oldrelOK139
wasm-releaseOK142

Exports:associations2igraphguide_edge_colourbarinspectDTruleExplorerrules2groupedMatrixrules2matrixsaveAsGraph

Dependencies:arulesaskpassbase64encbslibcacachemcliclustercodetoolscolorspacecpp11crosstalkcurldata.tabledigestdplyrDTevaluatefarverfastmapfontawesomeforeachfsgclusgenericsggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtablehighrhtmltoolshtmlwidgetshttrigraphisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelmtestmagrittrMASSMatrixmemoisemimeopensslotelpillarpkgconfigplotlypolyclippromisespurrrqapR6rappdirsRColorBrewerRcppRcppArmadilloregistryrlangrmarkdownS7sassscalesscatterplot3dseriationstringistringrsyssystemfontstibbletidygraphtidyrtidyselecttinytexTSPtweenrutf8vcdvctrsviridisviridisLitevisNetworkwithrxfunyamlzoo

Visualizing Association Rules: Introduction to arulesViz
Introduction | Data preparation and unified interface of arulesViz | Scatter plot | Matrix-based visualizations | Grouped matrix-based visualization | Graph-based visualizations | Parallel coordinates plot | Double Decker plots | Comparison of techniques | Further Reading | Conclusion
Rendered fromarulesViz_vignette.Rnwusingutils::Sweave

Last update: 2026-09-27
Started: 2026-09-27

Getting Started with arulesViz
Installation | Create a set of rules | Start with an overview | Focus on interesting rules | Interactive exploration | Visualize frequent itemsets
Rendered fromarulesViz.Rmdusingknitr::rmarkdown

Last update: 2026-09-27
Started: 2026-09-27

Readme and manuals

Help Manual

Help pageTopics
Convert rules or itemsets into a graphassociations2igraph graph igraph saveAsGraph tidygraph
Inspect Associations Interactively Using datatabledatatable inspect inspectDT inspectDT.data.frame inspectDT.default inspectDT.itemsets inspectDT.rules
Visualize Association Rules and Itemsetsguide_edge_colourbar plot plot.grouped_matrix plot.itemsets plot.rules plotly plot_arulesViz
Explore Association Rules Interactivelyexplore ruleExplorer
Convert association rules into a matrixrules2groupedMatrix rules2matrix