Replace with NA

General
1

Hi,

I've got stuck by trying to replace all values in my df containg "," by NAs. Could you please help me, preferably in dplyr?

Many thanks,

Jakub

2

Have you tried a combination of dplyr's mutate( ) + across ( ) + case_when( ) functions?

3

Here is one solution that acts only on character columns.

library(dplyr)
library(stringr)
DF <- data.frame(A = c("A", "B,C", "C"),
                 B = c("1", "2", "3,4"),
                 C = rnorm(3))
DF
#>     A   B          C
#> 1   A   1  0.5281151
#> 2 B,C   2  0.8441517
#> 3   C 3,4 -1.7556551
DF <- DF |> mutate(across(where(is.character), 
                          ~ifelse(str_detect(.x, ","), NA, .x)))
DF
#>      A    B          C
#> 1    A    1  0.5281151
#> 2 <NA>    2  0.8441517
#> 3    C <NA> -1.7556551

Created on 2022-07-08 by the reprex package (v2.0.1)