Package: arulesViz 1.5.3

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]

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arulesViz.pdf |arulesViz.html✨
arulesViz/json (API)
NEWS

# 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

On CRAN:

arules association-rules frequent-itemsets interactive-visualizations visualization

7 exports 53 stars 4.21 score 103 dependencies 2 dependents 11 mentions 9.4k downloads

Last updated 3 months agofrom:24c1289b4e

Exports:associations2igraph guide_edge_colourbar inspectDT ruleExplorer rules2groupedMatrix rules2matrix saveAsGraph

Dependencies:arules askpass base64enc bslib ca cachem cli cluster codetools colorspace cpp11 crosstalk curl data.table digest dplyr DT evaluate fansi farver fastmap fontawesome foreach fs gclus generics ggforce ggplot2 ggraph ggrepel glue graphlayouts gridExtra gtable highr htmltools htmlwidgets httpuv httr igraph isoband iterators jquerylib jsonlite knitr labeling later lattice lazyeval lifecycle lmtest magrittr MASS Matrix memoise mgcv mime munsell nlme openssl permute pillar pkgconfig plotly polyclip promises purrr qap R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen registry rlang rmarkdown sass scales scatterplot3d seriation stringi stringr sys systemfonts tibble tidygraph tidyr tidyselect tinytex TSP tweenr utf8 vcd vctrs vegan viridis viridisLite visNetwork withr xfun yaml zoo

Visualizing Association Rules: Introduction to arulesViz

Rendered fromarulesViz.Rnwusingutils::Sweaveon Jul 25 2024.

Last update: 2024-04-25
Started: 2015-10-12

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Convert rules or itemsets into a graph	associations2igraph graph igraph saveAsGraph tidygraph
Inspect Associations Interactively Using datatable	datatable inspect inspectDT inspectDT.data.frame inspectDT.default inspectDT.itemsets inspectDT.rules
Visualize Association Rules and Itemsets	guide_edge_colourbar plot plot.grouped_matrix plot.itemsets plot.rules plotly plot_arulesViz
Explore Association Rules Interactively	explore ruleExplorer
Convert association rules into a matrix	rules2groupedMatrix rules2matrix