how to include in legend symbol of mean in boxplot with ggplot?

问题

I would like to have in the legend the symbol of the mean together with the symbols of the boxes. So my legend should include "Exposure 1, Exposure 2, Exposure 3" but also the word mean and its symbol. How to do this using ggplot in R?

This is the code I'm using to produce the boxplot:

library(ggplot2)
mydata <- read.csv("~/mydata.csv")
bp<-ggplot(mydata,aes(x=Category,y=MeanValues,,fill=as.factor(Category))) + geom_boxplot()
bp+labs(x = NULL, y = "Result")+ theme_bw()+stat_summary(fun.y = mean, geom = "point",shape = 19, size = 3,show_guide = FALSE)+theme(legend.position="top")+ guides(fill=guide_legend(title=NULL))+ theme(axis.title.y = element_text(size=20, colour = rgb(0,0,0)),axis.text.y = element_text(size=12, colour = rgb(0,0,0)),axis.text.x = element_text(size=12, colour = rgb(0,0,0)))+scale_y_continuous(limits = c(0, 1800), breaks = 0:1800*200)

The data is available at https://my.cloudme.com/josechka/mydata

The above code produces a boxplot with the mean values inside the boxes. However the legend only contains the symbols of categories. What I need is to add to the legend that the back points inside the boxes represent the mean value of each category. Is it possible to do it?

回答1:

You could add a geom_point with separate aes defined as ''mean'', thereby creating a new legend. With defaults, this would plot all the individual data points, but setting alpha to zero makes the points invisible in the graph, while using override.aes lets the point symbol appear in the legend.

bp<-ggplot(mydata,aes(x=Category,y=MeanValues,,fill=as.factor(Category))) + 
  geom_boxplot()
bp+ labs(x = NULL, y = "Result")+ theme_bw()+
  stat_summary(fun.y = mean, geom = "point",shape = 19, size = 3,show_guide = FALSE)+
  theme(legend.position="top")+ guides(fill=guide_legend(title=NULL))+ 
  theme(axis.title.y = element_text(size=20, colour = rgb(0,0,0)),axis.text.y = element_text(size=12, colour = rgb(0,0,0)),axis.text.x = element_text(size=12, colour = rgb(0,0,0)))+
  scale_y_continuous(limits = c(0, 1800), breaks = 0:1800*200)+
  geom_point(aes(shape = "mean"), alpha = 0)+  # <-- added this line of code and next
  guides(shape=guide_legend(title=NULL, override.aes = list(alpha = 1)))

来源：https://stackoverflow.com/questions/26756358/how-to-include-in-legend-symbol-of-mean-in-boxplot-with-ggplot

标签

ggplot2

legend

boxplot