Hi, I am R beginner and am trying to figure out how to generate a complete list of species for every point, visit, and year. The code below is close but does not give me a list of species for every point, visit, and year in my data set.
spplist<-unique(sumPtCt$Species) spplength<-length(spplist) Pointlist<-unique(sumPtCt$Point) Pointlength<-length(Pointlist) Visitlist<-unique(sumPtCt$Visit) Visitlength<-length(Visitlist) Yearlist<-unique(sumPtCt$Year) Yearlength<-length(Yearlist) s<-rep(spplist, each=Pointlength, Visitlength, Yearlength) p<-rep(Pointlist, spplength) v<-rep(Visitlist, spplength) y<-rep(Yearlist, spplength) template<-data.frame(Species=s,Point=p, Visit=v, Year=y) ###merge template and data and replace NAs with 0 FinalPtCt<-merge(template, sumPtCt, all=T) FinalPtCt$Number[is.na(FinalPtCt$Number)]<-0 Essentially I have data that look like this SPP Point Visit Number BUFF 1 1 5 WEGR 1 1 10 CLGR 1 1 15 WEGU 2 1 5 RUDU 2 1 15 HOGR 2 1 5 But I want to generate this Spp Point Visit Number BUFF 1 1 5 WEGR 1 1 10 CLGR 1 1 15 WEGU 1 1 0 RUDU 1 1 0 HOGR 1 1 0 WEGU 2 1 5 RUDU 2 1 15 HOGR 2 1 5 BUFF 2 1 0 WEGR 2 1 0 CLGR 2 1 0 ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.