R: Replacing NAs in all factors with 'Missing' July 19, 2017 in R With a simple combination of mutate_if and fct_explicit_na, you can replace all NAs in all factors with “Missing”: dplyr reference: http://dplyr.tidyverse.org/reference forcats reference: http://dplyr.tidyverse.org/reference Continue reading