Apply various transformations to numeric (and non-id) data

Source: R/scale.R

scale_count: Transforms integer and integerlike columns using log

scale_log: Transforms numeric columns using log

scale_normal: Transforms numeric columns using mean centering and dividing by standard deviation

scale_standard: Transforms numeric columns onto 0-1 scales with 0 and 1 set empirically

scale_sqrt: Transforms numeric columns using sqrt

scale_count(x)

scale_log(x)

scale_normal(x)

scale_standard(x)

scale_sqrt(x)

Arguments

x

Input data frame containing numeric columns.

Value

A data frame with the same dimensions but with the numeric/relevant variables transformed.

Details

Scale transformations are applied only to numeric (or in the case of scale_count only integer or integerish) columns that are not named "id" or "(\.|_)?id".