[R] Select rows with distinct values in a column and other conditions
Ista Zahn
izahn at psych.rochester.edu
Mon Jan 31 23:08:55 CET 2011
Hi Sarah,
Here is how I would do it. Not elegent, but fairly transparent, and it
seems to give the desired result.
DF <- as.data.frame(DF)
pick.value <- function(x){
if(0 %in% x$PA1) {
x <- x[x$PA1 == 0,]
}
x <- x[x$Area == max(x$Area, na.rm=T),]
S <- x[sample(1:nrow(x), 1),]
return(as.matrix(S)[1, , drop=TRUE])
}
DF2 <- matrix(, nrow=length(unique(DF[, "PlotID"])), ncol=ncol(DF),
dimnames=list(NULL, names(DF)))
for(i in PlotID){
DF2[i,] <- pick.value(DF[DF$PlotID == i,])
}
DF2
Best,
Ista
On Mon, Jan 31, 2011 at 11:54 AM, sarah bauduin <sarahbauduin at hotmail.fr> wrote:
>
> My dataframe looks like this one:
> SightingID<-c(2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013)PA1<-c(0,1,0,0,1,1,1,1,0,0,-99,1,1)PA2<-c(1,NA,1,1,NA,-99,-99,NA,1,1,1,NA,NA)PlotID<-c(1,1,2,2,2,3,3,3,4,4,4,4,5)Area<-c(0.2,0.3,0.25,0.2,0.3,0.4,0.3,0.35,0.4,0.4,0.5,0.3,0.2)DF<-cbind(SightingID,PA1,PA2,PlotID,Area)
> There are several SightingID for a same PlotID value and I need to select only one SightingID for each PlotID value.The SightingID selected for the PlotID value need to be:- the one with PA1=0- if there are several SightingID with PA1=0, select the one with the highest Area value- if there are several SightingID with PA1=0 and the same highest Area value, select one at random- if for one PlotID value there is no SightingID with PA1=0, select the one with the highest Area value (and at random if there are several with the same highest Area value)
> I would like to have this kind of result:
> SightingID2<-c(2001,2003,2006,2009,2013)PA12<-c(0,0,1,0,1)PA22<-c(1,1,-99,1,NA)PlotID2<-c(1,2,3,4,5)Area2<-c(0.2,0.25,0.4,0.4,0.2)DF2<-cbind(SightingID2,PA12,PA22,PlotID2,Area2)
> Can someone help me ?Thanks
> Sarah
> [[alternative HTML version deleted]]
>
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--
Ista Zahn
Graduate student
University of Rochester
Department of Clinical and Social Psychology
http://yourpsyche.org
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