na_status: Show the number of (remaining) missing values.

In simputation: Simple Imputation

Show the number of (remaining) missing values.

Description

Quick indication of the amount and location of missing values.

Usage

na_status(
  x,
  show_only_missing = TRUE,
  sort_columns = show_only_missing,
  show_message = TRUE,
  ...
)

Arguments

x	an R object caryying data (e.g. data.frame)
show_only_missing	if TRUE only columns with NA's will be printed.
sort_columns	If TRUE the columns are sorted descending by the number of missing values.
show_message	if TRUE message will be printed.
...	arguments to be passed to other methods.

Value

data.frame with the column and number of NA's

See Also

glimpse_na

Examples

irisNA <- iris
irisNA[1:3,1] <- irisNA[3:7,2] <- NA
na_status(irisNA)

# impute a constant 
a <- impute_const(irisNA, Sepal.Width ~ 7)
na_status(a)

simputation documentation built on April 4, 2025, 4:43 a.m.