num_row_NAs: Counts number of NAs in each row

In assertr: Assertive Programming for R Analysis Pipelines

Counts number of NAs in each row

Description

This function will return a vector, with the same length as the number of rows of the provided data frame, corresponding to the number of missing values in each row

Usage

num_row_NAs(data, allow.NaN = FALSE)

Arguments

data	A data frame
allow.NaN	Treat NaN like NA (by counting it). FALSE by default

Value

A vector of number of missing values in each row

See Also

is.na is.nan not_na

Examples

num_row_NAs(mtcars)


library(magrittr)            # for piping operator
library(dplyr)               # for "everything()" function

# using every column from mtcars, make sure there are at most
# 2 NAs in each row. If there are any more than two, error out
mtcars %>%
  assert_rows(num_row_NAs, within_bounds(0,2), everything())
  ## anything here will run

assertr documentation built on Nov. 23, 2023, 1:11 a.m.