findviews_core {findviews}

Views of a multidimensional dataset, non-Shiny version

Description

findviews_core generates views of a multidimensional data set. It produces the same results as findviews, but does not present them with a Shiny app.

Usage

findviews_core(data, view_size_max = NULL, clust_method = "complete")

Arguments

data

Data frame or matrix to be processed

view_size_max

Maximum number of columns in the views. If set to NULL, findviews uses log2(ncol(data)), rounded upwards and capped at 5.

clust_method

Character describing a clustering method, used internally by hclust. Example values are "complete", "single" or "average".

Details

findviews_core takes a data frame or a matrix as input. It computes the pairwise dependency between the columns and detects clusters in the resulting structure. See the documentation of findviews for more details.

The difference between findviews and findviews_core is that the former presents its results with a Shiny app, while the latter simply outputs them as R stuctures.

Examples

findviews_core(mtcars)
findviews_core(mtcars, view_size_max = 4)