I want to add a unique horizontal line across each row of a set of facet grid boxplots.
x<-c("species_X","species_X","species_X", "species_Y","species_Y",
"species_Y", "species_Z", "species_Z", "species_Z")
y<- c(1,2,3)
df<- data.frame(species= rep(x, 3),
effort= rep(y, 9),
value = rnorm(27, 3, 2))
ggplot(df, aes(x=value))+
geom_boxplot()+
facet_grid(species ~ effort, scales = "free_y")+
coord_flip()+
ylab("")
I would like to add the lines at the following values for each row:
add_lines<- c(4, 3, 4.7)
So 4 corresponds with species_X, 3 with species_Y, and 4.7 with species_Z. I've been able to add lines to all the boxplots, but only in a way where all the lines have the same value, or where all three lines are displayed on each boxplot like the following:
ggplot(df, aes(x=value))+
geom_boxplot()+
facet_grid(species ~ effort, scales = "free_y")+
coord_flip()+
ylab("")+
geom_vline(xintercept = add_lines)
Any help with this would be greatly appreciated.
coord_flip
disturbs the direction of the line but changing to geom_vline
will fix it.
set species to unique
and safe the numbers for lines in a dataframe.
library(tidyverse)
# data for lines
add_lines = data.frame(species = unique(df$species),
hline = c(4,3,4.7)
)
p <- ggplot(df, aes(x=value))+
geom_boxplot()+
facet_grid(species ~ effort, scales = "free_y")+
coord_flip()+
ylab("")
p +
geom_vline(data = add_lines,
aes(xintercept = hline), color = "green")