Explore Association Rules Interactively

Explore association rules using interactive manipulations and visualization using shiny.

Usage

ruleExplorer(x, sidebarWidth = 2, graphHeight = "600px")

Arguments

x

a set of rules, a transactions object or a data.frame.

sidebarWidth

width of the sidebar as a number between 0 (= 0% of the display width) and 12 (= 100% of the display width).

graphHeight

height of the plots in pixels. Increase if you have a larger/higher resolution display.

Value

returns a shiny app.

References

Hahsler M (2017). arulesViz: Interactive Visualization of Association Rules with R. R Journal, 9(2):163-175. ISSN 2073-4859. doi:10.32614/RJ-2017-047 .

See also

plot() with engine = "html", inspectDT(), arules::apriori().

Author

Tyler Giallanza and Michael Hahsler. Adapted from functions originally created by Andrew Brooks. See Rsenal for the original code.

Examples

if (FALSE) {
# this example can only be run manually from the console.

# explore pre-mined rules 
data(Groceries)
rules <- apriori(Groceries, parameter = 
    list(support = 0.001, confidence = 0.8))

ruleExplorer(rules)

# mine and explore rules on the fly
ruleExplorer(iris)
}