Thanks for the explanation (and the function) Hadley.
Tal
----------------Contact
Details:-------------------------------------------------------
Contact me: tal.gal...@gmail.com | 972-52-7275845
Read me: www.talgalili.com (Hebrew) | www.biostatistics.co.il (Hebrew) |
www.r-statistics.com (English)
----------------------------------------------------------------------------------------------
On Sun, Mar 7, 2010 at 2:05 PM, hadley wickham <h.wick...@gmail.com> wrote:
> The basic reason because apply works with matrices - it first turns
> the input into a matrix, processes each column and then returns a
> matrix. See colwise in the plyr package for a function that works
> column wise on a data frame, returning a data frame.
>
> Hadley
>
> On Sun, Mar 7, 2010 at 11:07 AM, Tal Galili <tal.gal...@gmail.com> wrote:
> > Hi all,
> >
> > Let's say I have a data.frame and wants to turn each of it's columns into
> a
> > factor.
> > My instinct would be to use as.factor with apply. But this won't work,
> and
> > result with a data.frame of characters.
> > I found another solution for how to achieve this, but I would also like
> to
> > understand - *WHY* does it work this way?
> >
> > Here is an example script:
> > a <- data.frame(x1 = rnorm(100), x2 = sample(c("a","b"), 100, replace =
> T),
> > x3 = factor(c(rep("a",50) , rep("b",50))))
> > apply(a2, 2,class) # why is column 3 not a factor ?
> > a[,3] # since it IS a factor.
> > a2 <- apply(a, 2,as.factor) # won't work - why not ?
> > a2[,3] # Why was this just turned into a character ???
> > # A solution
> > a2 <- lapply(a, as.factor)
> > a3 <- as.data.frame(a2)
> > str(a3)
> >
> >
> > Thanks,
> > Tal
> >
> >
> >
> > ----------------Contact
> > Details:-------------------------------------------------------
> > Contact me: tal.gal...@gmail.com | 972-52-7275845
> > Read me: www.talgalili.com (Hebrew) | www.biostatistics.co.il (Hebrew) |
> > www.r-statistics.com (English)
> >
> ----------------------------------------------------------------------------------------------
> >
> > [[alternative HTML version deleted]]
> >
> > ______________________________________________
> > R-help@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.
> >
>
>
>
> --
> Assistant Professor / Dobelman Family Junior Chair
> Department of Statistics / Rice University
> http://had.co.nz/
>
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