[R] how to read a df like that and transform it?
arun
smartpink111 at yahoo.com
Wed Jan 23 16:09:17 CET 2013
Hi,
May be this helps:
df1<-read.table(text="
father,mother,num_daughter,daughter
291,3906,0,
275,4219,0,
273, 4236,1,49410
281,4163,1,49408
274, 4226,1,49406
295, 3869,2,49403
295,3869,2,49404
287,4113,0,
295, 3871,1,49401
292, 3895,4,49396
292,3895,4, 49397
292,3895,4,49398
292,3895,4,49399
291, 3900,3,49392
291, 3900,3,
291, 3900,3,
",sep=",",header=TRUE,stringsAsFactors=F,na.strings="")
df1$num_daughter[df1$num_daughter>1]<-ave(df1$num_daughter[df1$num_daughter>1],df1$num_daughter[df1$num_daughter>1],FUN=seq_along)
reshape(df1,v.names="daughter",idvar=c("father","mother"),timevar="num_daughter",direction="wide")
# father mother daughter.0 daughter.1 daughter.2 daughter.3 daughter.4
#1 291 3906 NA NA NA NA NA
#2 275 4219 NA NA NA NA NA
#3 273 4236 NA 49410 NA NA NA
#4 281 4163 NA 49408 NA NA NA
#5 274 4226 NA 49406 NA NA NA
#6 295 3869 NA 49403 49404 NA NA
#8 287 4113 NA NA NA NA NA
#9 295 3871 NA 49401 NA NA NA
#10 292 3895 NA 49396 49397 49398 49399
#14 291 3900 NA 49392 NA NA NA
A.K.
----- Original Message -----
From: Yao He <yao.h.1988 at gmail.com>
To: R help <r-help at r-project.org>
Cc:
Sent: Wednesday, January 23, 2013 7:42 AM
Subject: [R] how to read a df like that and transform it?
Dear all
I have a data.frame like that :
father mother num_daughter daughter
291 3906 0 NULL
275 4219 0 NULL
273 4236 1 49410
281 4163 1 49408
274 4226 1 49406
295 3869 2 49403
49404
287 4113 0 NULL
295 3871 1 49401
292 3895 4 49396
49397
49398
49399
291 3900 3 49392
How to read it into R and transform it like that:
father mother num_daughter daughter1 daughter2 daughter3 daughter4
291 3906 0 NULL
275 4219 0 NULL
273 4236 1 49410
281 4163 1 49408
274 4226 1 49406
295 3869 2 49403 49404
287 4113 0 NULL
295 3871 1 49401
292 3895 4 49396 49397 49398 49399
291 3900 3 49392
library (plyr) and library (reshape2) and other good packages are OK for me.
Thanks a lot!
Yao He
—————————————————————————
Master candidate in 2rd year
Department of Animal genetics & breeding
Room 436,College of Animial Science&Technology,
China Agriculture University,Beijing,100193
E-mail: yao.h.1988 at gmail.com
——————————————————————————
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