I want to annotate some text on last facet of the plot with the following code:
library(ggplot2)
p <- ggplot(mtcars, aes(mpg, wt)) + geom_point()
p <-
I did not know about the egg package,
so here is a plain ggplot2 package solution
library(tidyverse)
library(magrittr)
Data1=data.frame(A=runif(20, min = 0, max = 100), B=runif(20, min = 0, max = 250), C=runif(20, min = 0, max = 300))
Data2=data.frame(A=runif(20, min = -10, max = 50), B=runif(20, min = -5, max = 150), C=runif(20, min = 5, max = 200))
bind_cols(
Data1 %>% gather("Vars","Data_1"),
Data2 %>% gather("Vars","Data_2")
) %>% select(-Vars1) -> Data_combined
Data_combined %>%
group_by(Vars) %>%
summarise(r=cor(Data_1,Data_2),
r2=r^2,
p=(pt(abs(r),nrow(.)-2)-pt(-abs(r),nrow(.)-2))) %>%
mutate(rlabel=paste("r:",format(r,digits=3)),
plabel=paste("p:",format(p,digits=3))) ->
label_df
label_df %<>% mutate(x=60,y=190)
Data_combined %>%
ggplot(aes(x=Data_1,y=Data_2,color=Vars)) +
geom_point() +
geom_smooth(method="lm",se=FALSE) +
geom_text(data=label_df,aes(x=x,y=y,label=rlabel),inherit.aes = FALSE) +
geom_text(data=label_df,aes(x=x,y=y-10,label=plabel),inherit.aes = FALSE) +
facet_wrap(~ Vars)