I am working with a dataset where there are 5 possible outcomes (coded 1:5),
I would like to create 5 categorical variables (event1...event5). I am using
a for loop an if statements, but I have a large dataset( approx 100,000
rows) it takes quite a bit of time, is there a way to speed this up? Here is
some sample code of what I am currently doing.
test2 <-rep(seq(1:5),2000)
event1 <- rep(0,nrow(test2))
event2 <- rep(0,nrow(test2))
event3 <- rep(0,nrow(test2))
event4 <- rep(0,nrow(test2))
event5 <- rep(0,nrow(test2))
for(i in 1:length(event1))
{
if (test2[i]==1)
{
event1[i]=1
}
if (test2[i]==2)
{
event2[i]=1
}
if (test2[i]==3)
{
event3[i]=1
}
if (test2[i]==4)
{
event4[i]=1
}
if (test2[i]==5)
{
event5[i]=1
}
}
thanks,
Spencer
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