Eugeniusz Kaluza
2010-Jun-24 11:18 UTC
[R] ?to calculate sth for groups defined between points in one variable (string), / value separating/ spliting variable into groups by i.e. between start, NA, NA, stop1, start2, NA, stop2
Dear useRs, Thanks for any advices # I do not know where are the examples how to mark groups # based on signal occurence in the additional variable: cf. variable c2, # How to calculate different calculations for groups defined by (split by occurence of c2 characteristic data) #First example of simple data #mexample 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 c0<-rbind( 1, 2 , 3, 4, 5, 6, 7, 8, 9,10,11, 12,13,14,15,16,17 ) c0 c1<-rbind(10, 20 ,30,40, 50,10,60,20,30,40,50, 30,10, 0,NA,20,10.3444) c1 c2<-rbind(NA,"Start1",NA,NA,"Stop1",NA,NA,NA,NA,NA,NA,"Start2",NA,NA,NA,NA,"Stop2") c2 C.df<-data.frame(cbind(c0,c1,c2)) colnames(C.df)<-c("c0","c1","c2") C.df # preparation of form for explaining further needed result (next 3 lines are not needed indeed, they are only to explain how to obtain final result c3<-rbind(NA,"Start1","Start1","Start1","Start1","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2") c4<-rbind(NA, "Stop1", "Stop1", "Stop1", "Stop1", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2") C.df<-data.frame(cbind(c0,c1,c2,c3,c4)) colnames(C.df)<-c("c0","c1","c2","c3","c4") C.df$c5<-paste(C.df$c3,C.df$c4,sep="-") C.df # NEEDED RESULTS # needed result # for Stat1-Stop1: mean(20,30,40,50) # for Stat2-Stop2: mean(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) #mean: c1 c3 c4 c5 20 Start1 Stop1 Start1-Stop1 25.48585 Start2 Stop2 Start2-Stop2 #sum # for Stat1-Stop1: sum(20,30,40,50) # for Stat2-Stop2: sum(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) #sum: c1 c3 c4 c5 140 Start1 Stop1 Start1-Stop1 280.3444 Start2 Stop2 Start2-Stop2 # for Stat1-Stop1: max(20,30,40,50) # for Stat2-Stop2: max(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) #max: c1 c3 c4 c5 50 Start1 Stop1 Start1-Stop1 60 Start2 Stop2 Start2-Stop2 # place of max (in Start1-Stop1: 4 th element in gruop Start1-Stop1 # place of max (in Start1-Stop1: 2 nd element in gruop Start1-Stop1 c0 c3 c4 c5 4 Start1 Stop1 Start1-Stop1 2 Start2 Stop2 Start2-Stop2 Thanks for any suggestion, Kaluza [[alternative HTML version deleted]]
Joris Meys
2010-Jun-24 13:14 UTC
[R] ?to calculate sth for groups defined between points in one variable (string), / value separating/ spliting variable into groups by i.e. between start, NA, NA, stop1, start2, NA, stop2
On Thu, Jun 24, 2010 at 1:18 PM, Eugeniusz Kaluza <Eugeniusz.Kaluza at polsl.pl> wrote:> > Dear useRs, > > Thanks for any advices > > # I do not know where are the examples how to mark groups > # ?based on signal occurence in the additional variable: cf. variable c2, > # How to calculate different calculations for groups defined by (split by occurence of c2 characteristic data) > > > #First example of simple data > #mexample ? 1 ? ? ?2 ? ?3 ?4 ? ? 5 ?6 ?7 ?8 ?9 ?10 11 ? ? ? 12 13 14 15 16 17 > c0<-rbind( 1, ? ? ?2 , 3, 4, ? ? ?5, 6, 7, 8, 9,10,11, ? ? ?12,13,14,15,16,17 ? ? ) > c0 > c1<-rbind(10, ? ? 20 ,30,40, ? ? 50,10,60,20,30,40,50, ? ? ?30,10, 0,NA,20,10.3444) > c1 > c2<-rbind(NA,"Start1",NA,NA,"Stop1",NA,NA,NA,NA,NA,NA,"Start2",NA,NA,NA,NA,"Stop2") > c2 > C.df<-data.frame(cbind(c0,c1,c2)) > colnames(C.df)<-c("c0","c1","c2") > C.df > > # preparation of form for explaining further needed result (next 3 lines are not needed indeed, they are only ?to explain how to obtain final result > ?c3<-rbind(NA,"Start1","Start1","Start1","Start1","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2","Start2") > ?c4<-rbind(NA, "Stop1", "Stop1", "Stop1", "Stop1", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2", "Stop2") > ?C.df<-data.frame(cbind(c0,c1,c2,c3,c4)) > ?colnames(C.df)<-c("c0","c1","c2","c3","c4") > ?C.df$c5<-paste(C.df$c3,C.df$c4,sep="-") > ?C.df >Now this is something I don't get. The list "Start2-Stop2" starts way before Start2, actually at Stop1. Sure that's what you want? I took the liberty of showing how to get the data between start and stop for every entry, and how to apply functions to it. If you don't get the code, look at ?lapply ?apply ?grep I also adjusted your example, as you caused all variables to be factors by using the cbind in the data.frame function. Never do this unless you're really sure you have to. But I can't think of a case where that would be beneficial... ... C.df<-data.frame(c0,c1,c2) C.df # find positions Start <- grep("Start",C.df$c2) Stop <- grep("Stop",C.df$c2) # create indices idx <- apply(cbind(Start,Stop),1,function(i) i[1]:i[2]) names(idx) <- paste("Start",1:length(Start),"-Stop",1:length(Start),sep="") # Apply the function summary and get a list back named by the interval. out <- lapply(idx,function(i) summary(C.df[i,1:2])) out If you really need to start Start2 right after Stop1, you can use a similar approach. Cheers Joris> # NEEDED RESULTS > ?# needed result > # for Stat1-Stop1: mean(20,30,40,50) > # for Stat2-Stop2: mean(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) > #mean: > ? ? ? ? c1 ? ? c3 ? ?c4 ? ? ? ? ? c5 > ? ? ? ? 20 ?Start1 Stop1 Start1-Stop1 > ? 25.48585 ?Start2 Stop2 Start2-Stop2 > > #sum > # for Stat1-Stop1: sum(20,30,40,50) > # for Stat2-Stop2: sum(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) > #sum: > ? ? ? ? c1 ? ? c3 ? ?c4 ? ? ? ? ? c5 > ? ? ? ?140 ?Start1 Stop1 Start1-Stop1 > ? 280.3444 ?Start2 Stop2 Start2-Stop2 > > # for Stat1-Stop1: max(20,30,40,50) > # for Stat2-Stop2: max(c(10,60,20,30,40,50,30,10,0,NA,20,10.3444), na.rm=T) > #max: > ? ? ? ? c1 ? ? c3 ? ?c4 ? ? ? ? ? c5 > ? ? ? ?50 ?Start1 Stop1 Start1-Stop1 > ? ? ? ?60 ?Start2 Stop2 Start2-Stop2 > > # place of max ?(in Start1-Stop1: 4 th element in gruop Start1-Stop1 > # place of max ?(in Start1-Stop1: 2 nd element in gruop Start1-Stop1 > > ? ? ? ?c0 ? ? c3 ? ?c4 ? ? ? ? ? c5 > ? ? ? ? 4 ?Start1 Stop1 Start1-Stop1 > ? ? ? ? 2 ?Start2 Stop2 Start2-Stop2 > > > Thanks for any suggestion, > Kaluza > > ? ? ? ?[[alternative HTML version deleted]] > > ______________________________________________ > 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. >-- Joris Meys Statistical consultant Ghent University Faculty of Bioscience Engineering Department of Applied mathematics, biometrics and process control tel : +32 9 264 59 87 Joris.Meys at Ugent.be ------------------------------- Disclaimer : http://helpdesk.ugent.be/e-maildisclaimer.php
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