[R] reshaping data?

Gabor Grothendieck ggrothendieck at gmail.com
Thu Sep 29 16:09:45 CEST 2005


This can be shortened slightly using cut:

table(data.frame(g = dat$g, val = cut(dat$val, 0:10/10, lab = 1:10/10)))

On 9/29/05, Dimitris Rizopoulos <dimitris.rizopoulos at med.kuleuven.be> wrote:
> you could use something like this (but maybe there are better
> proposals):
>
> dat <- data.frame(g = rep(letters[1:3], each = 5), val = runif(15))
>
> out <- do.call(rbind, lapply(split(dat$val, dat$g), function(x){
>    f <- factor(findInterval(x, vec = seq(0, 1, 0.1)), levels = 1:10)
>    table(f)
>    }))
> colnames(out) <- seq(0.1, 1, 0.1)
> out
>
>
> I hope it helps.
>
> Best,
> Dimitris
>
> ----
> Dimitris Rizopoulos
> Ph.D. Student
> Biostatistical Centre
> School of Public Health
> Catholic University of Leuven
>
> Address: Kapucijnenvoer 35, Leuven, Belgium
> Tel: +32/(0)16/336899
> Fax: +32/(0)16/337015
> Web: http://www.med.kuleuven.be/biostat/
>     http://www.student.kuleuven.be/~m0390867/dimitris.htm
>
>
> ----- Original Message -----
> From: "Karin Lagesen" <karin.lagesen at medisin.uio.no>
> To: <r-help at r-project.org>
> Sent: Thursday, September 29, 2005 3:16 PM
> Subject: [R] reshaping data?
>
>
> >
> > I have a file like this:
> >
> >
> > a       0.1
> > a       0.2
> > a       0.9
> > b       0.5
> > b       0.9
> > b       0.7
> > c       0.6
> > c       0.99
> > c       0.88
> >
> > Which I would like to get to be the following matrix:
> >
> >      0.1     0.2    0.3    0.4  ...
> > a     1        2     0       0
> > b     0        0     0       0
> > ..
> >
> > I.e: each place in the matrix denotes how many entries in each
> > category that are betwee 0.0 and 0.1, 0.1 and 0.2 and so on.
> >
> > The way I was thinking of doing it was by constructing an empty
> > matrix
> > and then doing a for loop testing each element and incrementing in
> > the
> > matrix as appropriate. However, it struck me that this has to be
> > easier to do than that. Am I right?
> >
> > Karin
> > --
> > Karin Lagesen, PhD student
> > karin.lagesen at medisin.uio.no
> > http://www.cmbn.no/rognes/
> >
> > ______________________________________________
> > R-help at stat.math.ethz.ch mailing list
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> > PLEASE do read the posting guide!
> > http://www.R-project.org/posting-guide.html
> >
>
>
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