[R] How to plot two variables using a secondary Y axis
Gabor Grothendieck
ggrothendieck at gmail.com
Wed Jul 11 00:25:38 CEST 2007
We assume the Fo and Co represent the same data except in different
units (this seems to be approximately the case) so there is really
only one variable being measured here. If that's not the case let
me know. Below we read the data, define enough padding around plot
to do what we want, call xyplot, draw the right axis and add the right
y lablel.
library(lattice)
library(grid) # needed for grid.text
# data
Lines.raw <- "Date Fo Co
6/27/2007 57.1 13.9
6/28/2007 57.7 14.3
6/29/2007 57.8 14.3
6/30/2007 57 13.9
7/1/2007 57.1 13.9
7/2/2007 57.2 14.0
7/3/2007 57.3 14.1
7/4/2007 57.6 14.2
7/5/2007 58 14.4
7/6/2007 58.1 14.5
7/7/2007 58.2 14.6
7/8/2007 58.4 14.7
7/9/2007 58.7 14.8
"
# in reality next stmt would be DF <- read.table("myfile.dat", header = TRUE)
DF <- read.table(textConnection(Lines.raw), header = TRUE)
DF$Date <- as.Date(DF$Date, "%m/%d/%Y")
par.settings <- list(
layout.widths = list(left.padding = 10, right.padding = 10),
layout.heights = list(bottom.padding = 10, top.padding = 10)
)
xyplot(Co ~ Date, DF, default.scales = list(y = list(relation = "free")),
ylab = "C", par.settings = par.settings)
trellis.focus("panel", 1, 1, clip.off = TRUE)
pr <- pretty(DF$Fo)
at <- 5/9 * (pr - 32)
panel.axis("right", at = at, lab = pr, outside = TRUE)
grid.text("F", x = 1.1, rot = 90) # right y axis label
trellis.unfocus()
On 7/10/07, Felipe Carrillo <mazatlanmexico at yahoo.com> wrote:
> Date Fo Co 6/27/2007 57.1 13.9 6/28/2007 57.7 14.3 6/29/2007 57.8 14.3 6/30/2007 57 13.9 7/1/2007 57.1 13.9 7/2/2007 57.2 14.0 7/3/2007 57.3 14.1 7/4/2007 57.6 14.2 7/5/2007 58 14.4 7/6/2007 58.1 14.5 7/7/2007 58.2 14.6 7/8/2007 58.4 14.7 7/9/2007 58.7
> 14.8
>
> Hello all:
> I am a newbie to R, and I was wondering how can I plot the Temperature values above using Lattice or ggplot2 code. I want Date(X axis), Degrees F(Y axis) and Degrees C( on a secondary Y axis).
> Thanks
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