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can I separately control the x and y axes using ggplot?

Tags:

r

ggplot2

Here is a ggplot from the ggplot wiki:

baseplot <- ggplot(data.frame(x=1:10, y=10:1)) +
    geom_point(aes(x = x, y = y))
baseplot

enter image description here

Question

Is it possible to control these axes separately, e.g. to make only the x-axis black? It does not appear that axis.line.x and axis.line.y are among the options.

What I have tried

  1. The wiki demonstrates that, e.g., it is possible to control the color of the axis

    baseplot + opts(axis.line = theme_segment(colour = 'black', size = 2))
    

    enter image description here

  2. using geom_segment works but has the limitation that the lines have to be matched to the plot numbers.

    Is there a way to get, e.g. the axis max and min and ticks from the baseplot object? That would reduce potential bugs. update the answer to this question, "no, not yet", was covered previously.

    baseplot + geom_segment(aes(x = c(0,0), y = c(0,0), 
                            yend = c(0, max(y)), xend = c(max(x), 0), 
                            size = c(0.5, 0.1))) + 
               geom_segment(aes(x = 0, y = y, 
                            xend = -1, 
                            yend = y, 
                            size = 0.1))
    

enter image description here

like image 397
David LeBauer Avatar asked Jun 30 '11 21:06

David LeBauer


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To change the axis scales on a plot in base R Language, we can use the xlim() and ylim() functions. The xlim() and ylim() functions are convenience functions that set the limit of the x-axis and y-axis respectively.


2 Answers

It is not supported to control axis line separately. You can remove or edit the line after drawing:

> baseplot + opts(axis.line = theme_segment(colour = 'black', size = 2))
> grid.remove(gPath("axis_v", "axis.line.segments"), grep=TRUE)

> baseplot + opts(axis.line = theme_segment(colour = 'black', size = 2))
> grid.edit(gPath("axis_v", "axis.line.segments"), grep=TRUE, gp=gpar(col="red"))
> grid.edit(gPath("axis_h", "axis.line.segments"), grep=TRUE, gp=gpar(col="blue"))

UPDATED

In 0.9.1-, this may change like:

grid.edit(gPath("axis-l", "axis.line.segments"), grep=TRUE, gp=gpar(col="red"))
grid.edit(gPath("axis-b", "axis.line.segments"), grep=TRUE, gp=gpar(col="blue"))
like image 141
kohske Avatar answered Sep 30 '22 21:09

kohske


It seems you can also achieve it easily by adapting a theme thusly:

mytheme <- theme_classic()
mytheme$axis.line.x <- mytheme$axis.line.y <- mytheme$axis.line
mytheme$axis.line.x$colour <- 'red'
ggplot(iris, aes(Sepal.Length, Sepal.Width)) + geom_point() + mytheme

enter image description here

like image 22
geotheory Avatar answered Sep 30 '22 20:09

geotheory