Replace missing values
replace_na(data, replace, ...)
A data frame or vector.
If data
is a data frame, a named list giving the value to
replace NA
with for each column. If data
is a vector, a single value
used for replacement.
Additional arguments for methods. Currently unused.
na_if
to replace specified values with a NA
.
coalesce
to replace missing values with a specified
value.
recode
to more generally replace values.
# NOT RUN {
library(dplyr)
df <- tibble(x = c(1, 2, NA), y = c("a", NA, "b"), z = list(1:5, NULL, 10:20))
df %>% replace_na(list(x = 0, y = "unknown"))
df %>% mutate(x = replace_na(x, 0))
# NULL are the list-col equivalent of NAs
df %>% replace_na(list(z = list(5)))
df$x %>% replace_na(0)
df$y %>% replace_na("unknown")
# }
Run the code above in your browser using DataLab