I want to use dplyr::mutate()
to create multiple new columns in a data frame. The column names and their contents should be dynamically generated.
Example data from iris:
library(dplyr)
iris <- as_tibble(iris)
I’ve created a function to mutate my new columns from the Petal.Width
variable:
multipetal <- function(df, n) {
varname <- paste("petal", n , sep=".")
df <- mutate(df, varname = Petal.Width * n) ## problem arises here
df
}
Now I create a loop to build my columns:
for(i in 2:5) {
iris <- multipetal(df=iris, n=i)
}
However, since mutate thinks varname is a literal variable name, the loop only creates one new variable (called varname) instead of four (called petal.2 – petal.5).
How can I get mutate()
to use my dynamic name as variable name?