[R] Adding text labels to lattice plots with multiple panels
Peter Ehlers
ehlers at ucalgary.ca
Sat Apr 9 19:52:10 CEST 2011
On 2011-04-09 06:21, Dennis Murphy wrote:
> Hi:
>
> One hopes that there is a more elegant solution than this bit of ad-hockery.
>> From your posted example:
>
> f1<- c(rep(c(rep("a", 3), rep("b", 3), rep("c", 3)), 2))
> f2<- c(rep("A", 9), rep("B", 9))
> dv<- c(0.9, 0.8, 0.85, 0.6, 0.65, 0.7, 0.8, 0.85, 0.8, 0.95, 0.85,
> 0.9, 0.65, 0.7, 0.75, 0.85, 0.9, 0.85)
> df<- data.frame(f1, f2, dv)
> df$lab<- rep(1:6, each = 3)
>
> df$lab2<- ''
> df$lab2[seq(1, 16, by = 3)]<- 1:6 # adapt to your situation - seq(1,
> nrow(df) - 63, by = 64), perhaps
>
> bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
> panel = function(x, y, ..., subscripts) {
> lab<- df$lab2[subscripts]
> panel.bwplot(x, y, ...)
> panel.text(x, 0.55, labels = lab)
> }
> )
>
> Alternatively, panel.text() takes an alpha = argument; for example,
>
> bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
> panel = function(x, y, ..., subscripts) {
> lab<- df$lab[subscripts]
> panel.bwplot(x, y, ...)
> panel.text(x, 0.55, labels = lab, alpha = 0.5)
> }
> )
>
> You could toy with the value of alpha until something acceptable emerges.
> But as I said, there is probably a better solution and I'm happy to be
> educated if there is.
Here's a slight variation on your first solution which doesn't
require the data to be appropriately sorted, using your df:
bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
panel = function(x, y, ..., subscripts) {
lab <- df$lab[subscripts]
lab[duplicated(lab)] <- ""
panel.bwplot(x, y, ...)
panel.text(x, 0.55, labels = lab)
}
)
and another variation which sets the text positions to NA for
all but the first pass through the panel.text() function:
bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
panel = function(x, y, ..., subscripts) {
at.y <- rep(0.55, nrow(df))
is.na(at.y) <- which(duplicated(df$lab))
panel.bwplot(x, y, ...)
panel.text(x, at.y[subscripts], labels = df$lab[subscripts])
}
)
I think that the alpha argument is too one-off, i.e. dependent on
how many levels in the boxplot.
Peter Ehlers
>
> HTH,
> Dennis
>
> On Sat, Apr 9, 2011 at 4:56 AM, Jeff Stevens<stev0175 at googlemail.com>wrote:
>
>> Hi,
>>
>> Thanks for the work around, Dennis. My actual data set has 64
>> replicates for each factor level combination (rather than the 3 in the
>> example), so the overplotting is quite messy. Any ideas on how to
>> avoid the overplotting?
>>
>> Jeff
>>
>>
>> On Fri, Apr 8, 2011 at 7:32 PM, Dennis Murphy<djmuser at gmail.com> wrote:
>>> Hi:
>>>
>>> After a number of false starts, I finally consulted Deepayan's book and
>> the
>>> example on p. 73, suitably adapted, yielded a solution. Add a variable
>> for
>>> the labels and then...
>>>
>>> df$lab<- rep(1:6, each = 3)
>>> bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
>>> panel = function(x, y, ..., subscripts) {
>>> lab<- df$lab[subscripts]
>>> panel.bwplot(x, y, ...)
>>> panel.text(x, 0.55, labels = lab)
>>> }
>>> )
>>>
>>> If you look closely, you'll see that each label is overplotted three
>> times.
>>> A similar plot in ggplot2 would be
>>>
>>> library(ggplot2)
>>> ggplot(df, aes(x = f1, y = dv)) + geom_boxplot() +
>>> geom_text(aes(x = as.numeric(f1), lab = lab), y = 0.55, alpha = 0.5)
>> +
>>> facet_wrap( ~ f2) + ylim(0.5, 1)
>>>
>>> The alpha argument in geom_text() is designed to mitigate the
>> overplotting
>>> effect somewhat.
>>>
>>> HTH,
>>> Dennis
>>>
>>>
>>> On Fri, Apr 8, 2011 at 5:32 AM, Jeff Stevens<stev0175 at googlemail.com>
>>> wrote:
>>>>
>>>> Hi,
>>>>
>>>> I am trying to add text to the bottom of a lattice bwplot with
>>>> multiple panels. I would like to add a label below each boxplot, but
>>>> the labels do not come from the data. I've tried the following, code:
>>>>
>>>> f1<- c(rep(c(rep("a", 3), rep("b", 3), rep("c", 3)), 2))
>>>> f2<- c(rep("A", 9), rep("B", 9))
>>>> dv<- c(0.9, 0.8, 0.85, 0.6, 0.65, 0.7, 0.8, 0.85, 0.8, 0.95, 0.85,
>>>> 0.9, 0.65, 0.7, 0.75, 0.85, 0.9, 0.85)
>>>> df<- data.frame(f1, f2, dv)
>>>> lab<- c(1, 2, 3, 4, 5, 6)
>>>>
>>>> bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
>>>> panel = function(x, y, ...) {
>>>> panel.bwplot(x, y, ...)
>>>> panel.text(x, 0.55, labels = lab)
>>>> }
>>>> )
>>>>
>>>> I have two problems. First, the label values are writing over one
>>>> another. I wrote a horrible hack (below) that fixes that problem, but
>>>> I would like to know if there are better/more flexible ways to do
>>>> this.
>>>>
>>>> bwplot(dv ~ f1 | f2, data = df, ylim = c(0.5, 1),
>>>> panel = function(x, y, ...) {
>>>> x2<- as.factor(c("a", "b", "c"))
>>>> panel.bwplot(x, y, ...)
>>>> panel.text(x2, 0.55, labels = lab)
>>>> }
>>>> )
>>>>
>>>> Second, when using the horrible hack the first values are repeated in
>>>> the second panel. How do I display the correct values in the second
>>>> panel? The subscripts argument seems to do the trick when the labels
>>>> come from the data, but how do I get the proper values when the labels
>>>> come from outside of the data?
>>>>
>>>>
>>>> Many thanks,
>>>> Jeff
>>>>
>>>> ______________________________________________
>>>> R-help at 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.
>>>
>>>
>>
>>
>>
>> --
>> Jeff Stevens
>> Center for Adaptive Behavior and Cognition
>> Max Planck Institute for Human Development
>> Lentzealle 94
>> 14195 Berlin, Germany
>>
>
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>
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