Tagmarie
2012-Sep-26 10:53 UTC
[R] average environmental data if AnimalID and Time is duplicated
Hello, I tried for about three hours now to solve this problem but I can't figure it out. I am sure someone knows how do it. At least I hope so. I have a data frame somewhat like this: myframe <- data.frame (ID=c("Ernie", "Ernie", "Bert", "Bert"), Timestamp=c("24.09.2012 09:00", "24.09.2012 09:00", "24.09.2012 10:00", "25.09.2012 10:00"), Hunger=c("1","5","2","2"), Temp=c("25","30","27","28") ) myframe As you can see for Ernie I do have different data for 24.09.2012 9:00. Now I would like to average the Hunger and Temp value for this timestamp to get a data frame without duplicated Times and the respective average Temp and Hunger. I tried something like Meanframe<- by(myframe[, 3:4], duplicated(myframe$ID, Zusatzdaten3$Timestamp) == TRUE, mean) but it doesn't work and I guess that it is also totally crap ;-) Tagmarie -- View this message in context: http://r.789695.n4.nabble.com/average-environmental-data-if-AnimalID-and-Time-is-duplicated-tp4644218.html Sent from the R help mailing list archive at Nabble.com.
Jim Lemon
2012-Sep-26 11:29 UTC
[R] average environmental data if AnimalID and Time is duplicated
On 09/26/2012 08:53 PM, Tagmarie wrote:> Hello, > I tried for about three hours now to solve this problem but I can't figure > it out. I am sure someone knows how do it. At least I hope so. > > I have a data frame somewhat like this: > > myframe<- data.frame (ID=c("Ernie", "Ernie", "Bert", "Bert"), > Timestamp=c("24.09.2012 09:00", "24.09.2012 09:00", "24.09.2012 10:00", > "25.09.2012 10:00"), Hunger=c("1","5","2","2"), Temp=c("25","30","27","28") > ) > myframe > > As you can see for Ernie I do have different data for 24.09.2012 9:00. Now I > would like to average the Hunger and Temp value for this timestamp to get a > data frame without duplicated Times and the respective average Temp and > Hunger. > > I tried something like > Meanframe<- by(myframe[, 3:4], duplicated(myframe$ID, > Zusatzdaten3$Timestamp) == TRUE, mean) > but it doesn't work and I guess that it is also totally crap ;-) >Hi Tagmarie, Your problem is that both Hunger and Temp are read in as factors. If you try it like this: by(as.numeric(as.character(myframe[,3])),myframe[,"ID"],mean) by(as.numeric(as.character(myframe[,4])),myframe[,"ID"],mean) You might get what you want. The "as.character" call is necessary, otherwise you will get the wrong mean values. Jim
Rui Barradas
2012-Sep-26 11:52 UTC
[R] average environmental data if AnimalID and Time is duplicated
Hello, Why do you have Hunger and Temp recorded as characters? Between double quotes? myframe <- data.frame (ID=c("Ernie", "Ernie", "Bert", "Bert"), Timestamp=c("24.09.2012 09:00", "24.09.2012 09:00", "24.09.2012 10:00", "25.09.2012 10:00"), Hunger=c("1","5","2","2"), Temp=c("25","30","27","28") ) str(myframe) myframe$Hunger <- as.numeric(levels(myframe$Hunger)[myframe$Hunger]) myframe$Temp <- as.numeric(levels(myframe$Temp)[myframe$Temp]) aggregate(cbind(Hunger, Temp) ~ ID, data = myframe, FUN = mean) Hope this helps, Rui Barradas Em 26-09-2012 11:53, Tagmarie escreveu:> Hello, > I tried for about three hours now to solve this problem but I can't figure > it out. I am sure someone knows how do it. At least I hope so. > > I have a data frame somewhat like this: > > myframe <- data.frame (ID=c("Ernie", "Ernie", "Bert", "Bert"), > Timestamp=c("24.09.2012 09:00", "24.09.2012 09:00", "24.09.2012 10:00", > "25.09.2012 10:00"), Hunger=c("1","5","2","2"), Temp=c("25","30","27","28") > ) > myframe > > As you can see for Ernie I do have different data for 24.09.2012 9:00. Now I > would like to average the Hunger and Temp value for this timestamp to get a > data frame without duplicated Times and the respective average Temp and > Hunger. > > I tried something like > Meanframe<- by(myframe[, 3:4], duplicated(myframe$ID, > Zusatzdaten3$Timestamp) == TRUE, mean) > but it doesn't work and I guess that it is also totally crap ;-) > > Tagmarie > > > > > -- > View this message in context: http://r.789695.n4.nabble.com/average-environmental-data-if-AnimalID-and-Time-is-duplicated-tp4644218.html > Sent from the R help mailing list archive at Nabble.com. > > ______________________________________________ > R-help at 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.