[R] high density plots using lattice dotplot()
Duncan Mackay
dulcalma at bigpond.com
Wed Apr 22 07:46:25 CEST 2015
Hi Luigi
I should have made up an example to make things easier when I replied today
This should get you going
set.seed(1)
PLATE <-
data.frame(Delta.Rn = rnorm(500),
Cycle = rnorm(500),
Well = rep(1:50, each = 10))
head(PLATE)
xyplot(Delta.Rn ~ Cycle | Well,
data = PLATE,
groups = Well,
ylab="Fluorescence (Delta Rn)",
xlab="Cycles",
main="TITLE",
scales = list(
x = list(draw = FALSE),
y = list(draw = FALSE),
relation="same",
alternating=TRUE),
as.table = TRUE,
layout = c(10,5),
par.settings = list(
strip.background=list(col="white"),
# layout.heights = list(strip = 0.8),
axis.text = list(cex = 0.6),
par.xlab.text = list(cex = 0.75),
par.ylab.text = list(cex = 0.75),
par.main.text = list(cex = 0.8)
superpose.symbol = list(pch = ".", cex = 2)
),
strip = FALSE,
type = "p",
col = 1,
panel = panel.superpose,
panel.groups = function(x,y,...,group.number){
panel.xyplot(x,y,... )
# text argument can be a vector of values not
# necessarily the group name
grid.text(c(LETTERS,letters)[group.number],
y = 0.93, x = 0.5,
default.units = "npc",
just = c("left", "bottom"),
gp = gpar(fontsize = 7) )
}
)
You could use panel.text instead of grid.text
Duncan
-----Original Message-----
From: Luigi Marongiu [mailto:marongiu.luigi at gmail.com]
Sent: Wednesday, 22 April 2015 08:24
To: Duncan Mackay
Subject: Re: [R] high density plots using lattice dotplot()
Dear Duncan,
thank you for your reply. I tried to implement your suggestions but as
is on your reply did not work (actually R crashed) and a slight
elaboration returned the figure attached, which is essentially still
displaying text and not drawing the data. Here is what I wrote:
xyplot(Delta.Rn ~ Cycle | Well,
data = PLATE,
ylab="Fluorescence (Delta Rn)",
xlab="Cycles",
main=TITLE,
scales = list(
x = list(draw = FALSE),
y = list(draw = FALSE),
relation="same",
alternating=TRUE),
as.table = TRUE,
layout = c(24,16),
par.settings = list(
strip.background=list(col="white"),
axis.text = list(cex = 0.6),
par.xlab.text = list(cex = 0.75),
par.ylab.text = list(cex = 0.75),
superpose.symbol = list(pch = ".", cex = 2)
),
strip = FALSE,
type = "p",
layout.heights = list(strip = 0.8),
panel = function(x,y, subscripts, groups,...){
panel.superpose(x,y,subscripts,groups,...,
col = ...)
panel.text(x,y,...,cex = 0.6)
}
)
How can I improve the script?
Many thanks
Luigi
On Tue, Apr 21, 2015 at 12:35 AM, Duncan Mackay <dulcalma at bigpond.com> wrote:
> Hi Luigi
>
> Strips take up space so if you are willing to not have strip and put the
> strip values within the plot area then
>
> xyplot(y ~ x|cond.factor, data = ...,
> as.table = T,
> groups = ...,
> layout = ...,
> drop.unused = T,
> par.settings = list(axis.text = list(cex = 0.6),
> par.xlab.text = list(cex = 0.75),
> par.ylab.text = list(cex = 0.75)
> superpose.symbol = list(pch = ".", cex = 2)
> ),
> strip = FALSE,
> scales = list(x = list(alternating = 2),
> y = list(alternating = FALSE)
> ),
> type = "p",
> panel = function(x,y, subscripts, groups,...){
> panel.superpose(x,y,subscripts,groups,...,
> col = ...)
> panel.text(x,y,...,cex = 0.6)
> }
> )
>
> if the text values are a vector
> stext = ...
> xyplot(y ~ x|cond.factor, data = ...,
> as.table = T,
> groups = ...,
> layout = ...,
> drop.unused = T,
> par.settings = list(axis.text = list(cex = 0.6),
> par.xlab.text = list(cex = 0.75),
> par.ylab.text = list(cex = 0.75)
> superpose.symbol = list(pch = ".", cex = 2)
> ),
> strip = FALSE,
> scales = list(x = list(alternating = 2),
> y = list(alternating = FALSE)
> ),
> type = "p",
> panel = function(x,y, subscripts, groups,...){
> pnl = panel.number()
> panel.superpose(x,y,subscripts,groups,...,
> col = ...)
> panel.text(x,y,stext[pnl],cex = 0.6)
> }
> )
>
> you could also you group.number instead of pnl if it is needed elsewhere.
> text position could be done in a similar fashion if needed to be in
> different places for some panels.
>
> If you require the strip then an additional par.settings is
> layout.heights = list(strip = 0.8)
> or even untested in this situation
> strip = FALSE
> strip.left = TRUE
>
> Regards
>
> Duncan
>
> Duncan Mackay
> Department of Agronomy and Soil Science
> University of New England
> Armidale NSW 2351
> Email: home: mackay at northnet.com.au
>
> -----Original Message-----
> From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Luigi
> Marongiu
> Sent: Sunday, 19 April 2015 19:28
> To: r-help
> Subject: [R] high density plots using lattice dotplot()
>
> Dear all,
> I am trying to plot the results of a PCR experiments that involves 384
> individual plots. Admittedly the space for the plots will be tiny, but
> I just nedd some icon to have a feeling of the layout of the
> experiment and a quick comparison of the plots.
> I believe that lattice would be the right tool, but when I tried to
> implement i got an error. Specifically the output would be a A4 pdf,
> so with about 600 cm2 of drawing space, which gives about 1.5 cm2 for
> each plot; removing the labels that might just work.
> So I have the y values = 'fluorescence', x 'values' = cycles and 384
> 'well' data. I implemented to begin with:
>
> xyplot(fluorescence ~ cycles | well,
> ylab="Fluorescence",
> xlab="Cycles",
> main=list(draw = FALSE),
> scales = list(
> x = list(draw = FALSE),
> y = list(draw = FALSE),
> relation="same",
> alternating=TRUE),
> layout = c(24,16),
> par.settings = list(strip.background=list(col="white")),
> pch = "."
> )
>
> but the the individual graphs show only the writing "data" instead of
> the actual plots.
> How can I overcome this error?
> Thank you
> Best regards
> Luigi
>
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