Check for columns that are empty or identical

Check for columns that are empty or identical

Usage

data_check(df)

Arguments

df

dataframe to check

Value

A visx_check object with:

empty_cols

character vector of column names that are entirely missing

zero_var_cols

character vector of column names with no variation

ok

logical, TRUE if no issues found

Examples

df <- data.frame(x = rnorm(10), y = 1, z = NA)
result <- data_check(df)
result
#> Warning: z missing for all observations
#> Warning: y with same value for all observations