I want to convert the character variable of gender into numeric. The structure of gender variable in character is like this:
$ Gender : chr "Woman" "Man" "Non-binary"
I have used this method to convert it to numeric:
ms$Gender[ms$Gender=='Woman']<- 1
ms$Gender[ms$Gender=="Man"]<-2
ms$Gender[ms$Gender=="Non-binary"]<-3
ms$Gender <- as.numeric(ms$Gender)
Is there any more efficient ways than this method?
我们可以用:
ms$Gender <- match(ms$Gender, c("Woman", "Man", "Non-binary"))
We can use case_when
from the dplyr
package:
ms$Gender <- case_when(
ms$Gender == "Woman" ~ 1,
ms$Gender == "Man" ~ 2,
ms$Gender == "Non-binary" ~ 3
)
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