如何在R箱图功能中更改y轴比例

Question

When I do a boxplot diagram with the R boxplot function, this function prints the y-axis automatically.

library(datasets)

boxplot(cars[c('speed', 'dist')],
        col = "lightgray")

In the ?boxplot I found the ylim parameter that change the y-axis limits, but not change the scale. So I tried to use the axis function to divide the scale from 0 to 120 every 10: axis(4, at = seq(0, 120, 10)) . But I'm not getting a satisfactory result.

I can't see where I'm making mistakes. Could someone help with this question?
Thanks in advance.

Answer 1

You could use ggpubr instead. It let's you treat it as a gg object.

librabry(ggpubr)
library(reshape2)
df <- melt(cars)
p <- ggpubr::ggboxplot(data = df, x = "variable", y = "value", width = 0.8) +
  ggtitle("Plot of car") +
  xlab("my-xalabel") + ylab("my-ylabel")
>p

If you want in log scale:

p + ggpubr::yscale("log2", .format = TRUE)

Answer 2

library(datasets)
boxplot(cars[c('speed', 'dist')], col = "lightgray", ylim = range(0:120), yaxs = "i")
axis(4, at=seq(0, 120, 10))

The y-axis is on the right-hand side as you wanted I believe.

Answer 3

I am answering because the OP said in a comment that my comment did the job. I will also explain the code here.

There are two tricks to consider:

1. First plot without the y axis by setting argument yaxt = "n" .
2. Then plot the axis number 2, with the labels always perpendicular to the axis. This is done with las = 2 .

So the final code is the following.

library(datasets)

boxplot(cars[c('speed', 'dist')],
        col = "lightgray", yaxt = "n")
axis(2, at = seq(0, 120, 10), las = 2)