I would like to append a columns to my data.frame in R that contain row sums and products Consider following data frame
x y z
1 2 3
2 3 4
5 1 2
I want to get the following
x y z sum prod
1 2 3 6 6
2 3 4 9 24
5 1 2 8 10
I have tried
sum = apply(ages,1,add)
but it gives me a row vector. Can some one please show me an efficient command to sum and product and append them to original data frame as shown above?
Try
transform(df, sum=rowSums(df), prod=x*y*z)
# x y z sum prod
#1 1 2 3 6 6
#2 2 3 4 9 24
#3 5 1 2 8 10
Or
transform(df, sum=rowSums(df), prod=Reduce(`*`, df))
# x y z sum prod
#1 1 2 3 6 6
#2 2 3 4 9 24
#3 5 1 2 8 10
Another option would be to use rowProds
from matrixStats
library(matrixStats)
transform(df, sum=rowSums(df), prod=rowProds(as.matrix(df)))
If you are using apply
df[,c('sum', 'prod')] <- t(apply(df, 1, FUN=function(x) c(sum(x), prod(x))))
df
# x y z sum prod
#1 1 2 3 6 6
#2 2 3 4 9 24
#3 5 1 2 8 10