[R] Modifying a data.frame
Jeffrey Spies
jspies at virginia.edu
Sun Oct 3 12:14:18 CEST 2010
You should examine what is being looped over when you use a for loop
with the "i in dataframe" syntax:
j<-1; for(i in ex){ cat('step', j, i, sep=" ", fill=T); j<-j+1}
As you can see, each column in ex is being set to i for each step of
the for loop. Instead, it seems that you want to step over every
row--a change made in the first line:
for (i in 1:dim(ex)[1]) {
if(ex[i,3]=="A"|| ex[i,3]=="C"){
ex[i,4]<- -9999
}else {
ex[i,4]<-10
}
}
1:dim(ex)[1] is then a vector of row index values that is looped over.
A more R-ish version of this might be:
ex[,4] <- ifelse(ex$eff == 'A' | ex$eff == 'C', -9999, 10)
I'm not sure this is the case, but if -9999 is supposed to represent
missingness, missing values are represented by `NA`s in R.
ex[,4] <- ifelse(ex$eff == 'A' | ex$eff == 'C', NA, 10)
?NA for more info. Note: those are not single quotes, but instead back-ticks.
Hope that helps,
Jeff.
On Sun, Oct 3, 2010 at 4:58 AM, Bapst Beat <Beat.Bapst at braunvieh.ch> wrote:
> Hello list members
>
> I have a problem with modifying a data.frame.
> As an example given is a data.frame called ex :
>
>
> ex<-data.frame(id=c(1,2,3,4,5,6),obs=c(14,9,20,36,55,47),eff=c("A","A","B","C","C","C"))
>
>
> After that I would like to modify the object ex with the following short script:
>
>
> for (i in ex) {
>
> if(ex[i,3]=="A"|| ex[i,3]=="C"){
>
> ex[i,4]<--9999
>
> }
>
> else {
>
> ex[i,4]<-10
>
> }
>
> }
>
> This script is creating an error message:
>
> Fehler in if (ex[i, 3] == "A" || ex[i, 3] == "C") { :
> Fehlender Wert, wo TRUE/FALSE nötig ist
>
>
> Why this script doesn't work properly?
>
> Thanks a lot for your hints
>
> Beat
>
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