remove_empty: Remove Rows/Columns with Empty String

In tesselle/arkhe: Tools for Cleaning Rectangular Data

Remove Rows/Columns with Empty String

Description

Removes rows/columns that contain empty strings.

Usage

remove_empty(x, ...)

## S4 method for signature 'ANY'
remove_empty(x, margin = 1, all = FALSE, verbose = getOption("arkhe.verbose"))

Arguments

x	An R object (should be a matrix or a data.frame).
...	Currently not used.
margin	A length-one numeric vector giving the subscripts which the function will be applied over (1 indicates rows, 2 indicates columns).
all	A logical scalar. If TRUE, only the rows/columns whose values all meet the condition defined by f are considered. If FALSE (the default), only rows/columns where at least one value validates the condition defined by f are considered.
verbose	A logical scalar: should R report extra information on progress?

Author(s)

N. Frerebeau

See Also

Other data cleaning tools: clean_whitespace(), remove_Inf(), remove_NA(), remove_constant(), remove_zero(), replace_Inf(), replace_NA(), replace_empty(), replace_zero()

Examples

## Create a data matrix
X <- matrix(sample(LETTERS, 25, TRUE), nrow = 5, ncol = 5)

## Add empty string
k <- sample(1:25, 3, FALSE)
X[k] <- ""
X

## Remove rows with empty strings
remove_empty(X, margin = 1)

## Replace empty strings
replace_empty(X, value = "XXX")

tesselle/arkhe documentation built on Feb. 22, 2024, 8:18 p.m.