nuggets (version 2.2.1)

explore.baseline_contrasts: Show interactive application to explore baseline contrasts

Description

Launches an interactive Shiny application for visual exploration of baseline contrast patterns. The explorer provides tools for inspecting pattern quality, comparing measures, and interactively filtering subsets of patterns. When the original dataset is supplied, the application also allows for contextual exploration of contrasts with respect to the underlying data.

Usage

# S3 method for baseline_contrasts
explore(x, data = NULL, ...)

Value

An object of class shiny.appobj representing the Shiny application. When "printed" in an interactive R session, the application is launched immediately in the default web browser.

Arguments

x

An object of S3 class baseline_contrasts, typically created with dig_baseline_contrasts().

data

An optional data frame containing the dataset from which the contrasts were computed. Providing this enables additional contextual features in the explorer, such as examining supporting records.

...

Currently ignored.

Author

Michal Burda

See Also

dig_baseline_contrasts()

Examples

if (FALSE) {
d <- partition(mtcars, .breaks = 2, .keep = TRUE)
res <- dig_baseline_contrasts(d,
                              condition = where(is.logical),
                              vars = where(is.numeric),
                              min_support = 0.3,
                              max_length = 2)

# launch the interactive explorer
explore(res, data = d)
}