Dar Dar - 1 year ago 78
R Question

ggplot2 add text on top of boxplots

I have a data that I'm plotting on

as boxplots which look like

> head(varf)
sID variable value
1 SP_SA036,SA040 CM0001 0.492537313
2 SP_SA036,SA040 CM0001 0.479564033
3 SP_SA036,SA040 CM0001 0.559139785
4 SP_SA036,SA040 CM0001 0.526806527
5 SP_SA036,SA040 CM0001 0.009049774
6 SP_SA036,SA040 CM0001 0.451612903

The variable column contains 16 different IDs (from CM0001 to CM0016)

I have a dataframe with annotation

category annotation
CM001 HG4450
CM002 HG3288
CM016 MM8998

I would like to map these annotations on top of my boxplots but couldn't find a way to do it, what is the right syntax of using geom_text with boxplot ?


Answer Source

There are many ways to approach this problem, e.g. here and here. Probably the simplest way is

meds <- c(by(mtcars$mpg, mtcars$cyl, median))
ggplot(mtcars, aes(factor(cyl), mpg)) +
    geom_boxplot() + 
    geom_text(data=data.frame(), aes(x=names(meds), y=meds, label=1:3), col='red', size=10)

enter image description here

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