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

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

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

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 t开发者_高级运维he axis

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

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

  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))
    

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


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"))


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

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


I suspect you are correct in your analysis.

However, there is one other potential workaround: geom_hline and geom_vline:

baseplot + 
    geom_hline(yintercept=0, colour="red", size = 3) +
    geom_vline(xintercept=0, colour="blue", size = 2) 

Again not ideal, since the lines span the entire plot area rather than just framing the axis, if you know what I mean.

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


This issue points out that you can turn on both lines and then turn off one of them: https://github.com/hadley/ggplot2/issues/778. I found this strategy to be both simple and effective.

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