Package: arulesViz 1.5.3-1

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

11.05 score 53 stars 2 packages 1.6k scripts 15k downloads 11 mentions 7 exports 103 dependencies

Last updated 3 months agofrom:bf9ac7eb13. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 26 2024
R-4.5-win	OK	Oct 26 2024
R-4.5-linux	OK	Oct 26 2024
R-4.4-win	OK	Oct 26 2024
R-4.4-mac	OK	Oct 26 2024
R-4.3-win	OK	Oct 26 2024
R-4.3-mac	OK	Oct 26 2024

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 Oct 26 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