[R] how to plot numeric variable against several categories with lattice bwplot?
Luigi Marongiu
m@rong|u@|u|g| @end|ng |rom gm@||@com
Mon Jan 17 13:31:20 CET 2022
Yes, I would like to have a boxplot of y against each of the other
variables, each into a separate panel, without having to type the
command for each pair (I have 23 categories in the real data...).
Thank you for the solid line code (I thought it might have been a
simple parameter to add...)
On Mon, Jan 17, 2022 at 4:22 AM Rolf Turner <r.turner using auckland.ac.nz> wrote:
>
>
> On Thu, 13 Jan 2022 20:38:04 +0100
> Luigi Marongiu <marongiu.luigi using gmail.com> wrote:
>
> > Hello,
> > I have a numerical variable (x) and a series of categories. I would
> > like to make a box plot of x against each of the categories. How can I
> > arrange the data so that I can accomplish it with lattice?
> > At the moment I got this:
> > ```
> > df = data.frame(x = c(rep(1,5), rep(2,5), rep(3,5)),
> > y = rnorm(15),
> > f1 = rep(letters[1:5],3),
> > f2 = rep(letters[7:9],5),
> > f3 = c(rep(LETTERS[10:12],4), LETTERS[10:12]))
> > df$x = factor(df$x)
> > df$f1 = factor(df$f1)
> > df$f2 = factor(df$f2)
> > df$f3 = factor(df$f3)
> > library(lattice)
> > bwplot(y ~ x, data = df, auto.key = TRUE )
> > ```
> > Also, is it possible to have the wishers in solid line?
> > Thank you
>
> It is not at all clear to me what your are trying to do. If you really
> want "to make a box plot of x against each of the categories", you
> could just do:
>
> bwplot(x ~ f1, data = df, auto.key = TRUE )
> bwplot(x ~ f2, data = df, auto.key = TRUE )
> bwplot(x ~ f3, data = df, auto.key = TRUE )
>
> successively. But perhaps you meant "y" rather than "x". Please
> clarify what you wish to accomplish.
>
> As to displaying the *whiskers* as solid lines ... that is one hell of
> a good question! I had to struggle:
>
> xxx <- trellis.par.get("box.umbrella")
> xxx$lty <- 1
> trellis.par.set(box.umbrella=xxx)
> junk <- rnorm(42)
> bwplot(junk)
>
> That gave me a boxplot "lying on its side"; I wanted one "standing up".
> After a great deal more struggle I did
>
> crud <- factor(rep(1,42),labels="")
> bwplot(junk ~ crud,ylab="")
>
> which gave me what I was after.
>
> Perhaps others who are more knowledgeable than I could chip in with
> better ideas.
>
> But first Luigi must clarify what he wants to obtain.
>
> cheers,
>
> Rolf Turner
>
> --
> Honorary Research Fellow
> Department of Statistics
> University of Auckland
> Phone: +64-9-373-7599 ext. 88276
>
--
Best regards,
Luigi
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