[R] Aggregate
arun
smartpink111 at yahoo.com
Mon Jul 29 23:40:05 CEST 2013
To add:
library(reshape2)
dcast(dat1,ID~Group1,length,value.var="Group1") # ID would be a column
# ID No Yes
#1 1 2 2
#2 2 1 3
#3 5 1 3
A.K.
----- Original Message -----
From: David Carlson <dcarlson at tamu.edu>
To: 'arun' <smartpink111 at yahoo.com>; 'farnoosh sheikhi' <farnoosh_81 at yahoo.com>
Cc: 'R help' <r-help at r-project.org>
Sent: Monday, July 29, 2013 5:28 PM
Subject: RE: [R] Aggregate
Or just
table(dat1$ID, dat1$Group1)
# 0 1
# 1 2 2
# 2 1 3
# 5 1 3
Or
xtabs(~ID+Group1, dat1)
# Group1
# ID 0 1
# 1 2 2
# 2 1 3
# 5 1 3
Or with labeling
dat1$Group1 <- factor(dat1$Group1, labels=c("No", "Yes"))
xtabs(~ID+Group1, dat1)
# Group1
# ID No Yes
# 1 2 2
# 2 1 3
# 5 1 3
-------------------------------------
David L Carlson
Associate Professor of Anthropology
Texas A&M University
College Station, TX 77840-4352
-----Original Message-----
From: r-help-bounces at r-project.org
[mailto:r-help-bounces at r-project.org] On Behalf Of arun
Sent: Monday, July 29, 2013 3:58 PM
To: farnoosh sheikhi
Cc: R help
Subject: Re: [R] Aggregate
Hi,
You could try:
dat1<- read.table(text="
ID Group1
1 1
1 0
1 1
1 0
2 1
2 1
2 0
2 1
5 1
5 1
5 1
5 0
",sep="",header=TRUE)
library(plyr)
res<-
ddply(dat1,.(ID),summarize,yes=sum(Group1),no=length(Group1)-s
um(Group1))
res
# ID yes no
#1 1 2 2
#2 2 3 1 #need to check
#3 5 3 1 ###
#or
do.call(rbind,by(dat1$Group1,dat1$ID,table))
# 0 1
#1 2 2
#2 1 3
#5 1 3
#or
do.call(rbind,with(dat1,tapply(Group1,ID,FUN=table)))
# 0 1
#1 2 2
#2 1 3
#5 1 3
A.K.
________________________________
From: farnoosh sheikhi <farnoosh_81 at yahoo.com>
To: "smartpink111 at yahoo.com" <smartpink111 at yahoo.com>
Sent: Monday, July 29, 2013 4:37 PM
Subject: Aggregate
Hi Arun,
I have a question about aggregation in R.
I have the following data set:
ID Group1
1 1
1 0
1 1
1 0
2 1
2 1
2 0
2 1
5 1
5 1
5 1
5 0
I want to aggregate the data for each ID to get number of
zeros and number of ones. something like the following data
sets:
ID yes no
1 2 2
2 3 0
5 3 0
I though I can put the number of ones as YES and the number of
Zeroes as NO.
Thanks a lot.
Best,Farnoosh Sheikhi
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