I am an R (and coding novice) and I am looking for a way to reconfigure Table A show below into Table B.
Table A:
type x1 x2 x3
A 4 6
a <- data.frame(type=c("A", "A","A", "B", "B"), x1 = c(4,7,9,1,2),x2=c(6,4,6,3,7),
x3 = c(9,1,2,8,9))
library(dplyr)
tmp <-
a %>%
group_by(type) %>%
summarise(no_rows = length(type))
for(i in unique(a$type)){
n <- max(tmp$no_rows) - nrow(a[a$type == i,])
nn <- nrow(a)
if(n > 0){
for(ii in 1:n){
a[nn+ii,] <- c(i,NA,NA,NA)
}
}
}
a <- a[order(a$type),]
a$timevar <- seq(1:max(tmp$no_rows) )
b<-reshape(a,timevar="timevar",idvar="type",direction="wide",drop = F)
b
type x1.1 x2.1 x3.1 x1.2 x2.2 x3.2 x1.3 x2.3 x3.3
1 A 4 6 9 7 4 1 9 6 2
4 B 1 3 8 2 7 9