Hi,
Try this:
z1<-aggregate(z,list(id=z$id),FUN=paste,sep=",")
dat1<-data.frame(id=z1[,1],a1.total=unlist(lapply(z1[,3],length)),a1.val1=unique(z$a1),a1.num=unlist(lapply(lapply(z1[,3],table),`[`,1)),a1.val2=unlist(lapply(z1[,3],`[`,3)),a1.num2=unlist(lapply(lapply(z1[,3],table),`[`,2)),a2.total=unlist(lapply(z1[,4],length)),a2.val1=unique(z$a2),a2.num=unlist(lapply(lapply(z1[,4],table),`[`,1)),a2.val2=unlist(lapply(z1[,4],`[`,3)),a2.num2=unlist(lapply(lapply(z1[,4],table),`[`,2)))
dat1
# id a1.total a1.val1 a1.num a1.val2 a1.num2 a2.total a2.val1 a2.num a2.val2
#0 10 3 a 2 b 1 3 x 2 z
#1 20 2 b 2 <NA> NA 2 y 2 <NA>
#2 30 1 c 1 <NA> NA 1 z 1 <NA>
# a2.num2
#0 1
#1 NA
#2 NA
#It is not an elegant way!
A.K.
----- Original Message -----
From: Sam Steingold <s...@gnu.org>
To: r-help@r-project.org
Cc:
Sent: Thursday, September 20, 2012 2:06 PM
Subject: [R] aggregate help
I want to count attributes of IDs:
--8<---------------cut here---------------start------------->8---
z <- data.frame(id=c(10,20,10,30,10,20),
a1=c("a","b","a","c","b","b"),
a2=c("x","y","x","z","z","y"),
stringsAsFactors=FALSE)
> z
id a1 a2
1 10 a x
2 20 b y
3 10 a x
4 30 c z
5 10 b z
6 20 b y
--8<---------------cut here---------------end--------------->8---
I want to get something like
--8<---------------cut here---------------start------------->8---
id a1.tot a1.val1 a1.num1 a1.val2 a1.num2 a2.tot a2.val1 a2.num1 a2.val2 a2.num2
10 3 "a" 2 "b" 1 3 "x" 2 "z" 1
20 2 "b" 2 <NA> 0 2 "y" 2 <NA> 0
30 1 "c" 1 <NA> 0 1 "z" 1 <NA> 0
--8<---------------cut here---------------end--------------->8---
(except that I don't care what appears in the cells marked with <NA>)
I tried this:
--8<---------------cut here---------------start------------->8---
aggregate(z,by=list(id=z$id),function (s) {
t <- sort(table(s),decreasing=TRUE)
if (length(t) == 1)
list(length(s),names(t)[1],t[1],"junk",0)
else
list(length(s),names(t)[1],t[1],names(t)[2],t[2])
})
id id a1 a2
1 10 3 3 3
2 20 2 2 2
3 30 1 1 1
Warning message:
In format.data.frame(x, digits = digits, na.encode = FALSE) :
corrupt data frame: columns will be truncated or padded with NAs
--8<---------------cut here---------------end--------------->8---
Thanks!
--
Sam Steingold (http://sds.podval.org/) on Ubuntu 12.04 (precise) X 11.0.11103000
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______________________________________________
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PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
and provide commented, minimal, self-contained, reproducible code.
