Using ggplot2, how can I draw a trendline which runs between facets.
library(ggplot2)
df <- data.frame(y=c(1,2,3),x=1,Set=LETTERS[1:3])
ggplot(df,aes(x,y)) +
theme_bw() + theme(legend.position=c(0,1),legend.justification=c(0,1)) +
geom_point(aes(fill=Set),color="black",shape=21,size=3) +
facet_grid(~Set) +
xlim(1,5)
Which produces the following:
In the above, I would like to draw a line between the three points, moving across facets.
Updated to ggplot2 V3.0.0
You could do this, but turning clip off might have unwanted consequences,
library(ggplot2)
df <- data.frame(y=c(1,2,3),x=1,Set=LETTERS[1:3])
p <- ggplot(df,aes(x,y)) +
theme_bw() + theme(legend.position=c(.01,.99),legend.justification=c(0,1)) +
geom_point(aes(fill=Set),color="black",shape=21,size=3) +
facet_grid(~Set) +
xlim(1,5)
gb <- ggplot_build(p)
g <- ggplot_gtable(gb)
library(gtable)
library(grid)
# ggplot2 doesn't use native units in data space
# instead, the data is rescaled to npc, i.e from 0 to 1
# so we need to use the build info to convert from data to [0,1]
ranges <- gb$layout$panel_params
data2npc <- function(x, range) scales::rescale(c(range, x), c(0,1))[-c(1,2)]
start <- c(data2npc(1, ranges[[1]][["x.range"]]),
data2npc(1, ranges[[1]][["y.range"]]))
end <- c(data2npc(1, ranges[[3]][["x.range"]]),
data2npc(3, ranges[[3]][["y.range"]]))
# starting position in the first panel
g <- gtable_add_grob(g, moveToGrob(start[1],start[2]),
t = 8, l = 5)
# draw line to end position in last panel
g <- gtable_add_grob(g, lineToGrob(end[1],end[2]),
t = 8, l = 9, z=Inf)
# turn clip off to see the line across panels
g$layout$clip <- "off"
grid.newpage()
grid.draw(g)
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With