CODEWITHSUNDEEP
rpngggplot2
Maiasaura
Maiasaura

Reputation: 32986

How do I overlay an image on to a ggplot?

I'd like to read an image from the web. e.g.

http://api.altmetric.com/donut/502878_64x64.png

and insert it into the top right of a ggplot

df <- data.frame(x=1:10, y=sample(1:100,10))
# a fake plot to try it on.
ggplot(df, aes(x,y)) + geom_point(size = 2)

How would I do this?

Upvotes: 16

Views: 12506

Answers (3)

D.Hadley
D.Hadley

Reputation: 1189

Just adding an update from the terrific package Magick, which will even allow a GIF to be overlaid on ggplot images:

library(ggplot2)
library(magick)
library(here) # For making the script run without a wd
library(magrittr) # For piping the logo

# Make a simple plot and save it
ggplot(mpg, aes(displ, hwy, colour = class)) + 
  geom_point() + 
  ggtitle("Cars") +
  ggsave(filename = paste0(here("/"), last_plot()$labels$title, ".png"),
         width = 5, height = 4, dpi = 300)

# Call back the plot
# Now call back the plot
background <- image_read(paste0(here("/"), "Cars.png"))
# And bring in a logo
logo_raw <- image_read("https://i.imgur.com/e1IneGq.jpg") 

frames <- lapply(logo_raw, function(frame) {
  image_composite(background, frame, offset = "+70+800")
})

animation <- image_animate(image_join(frames))

image_write(animation, "~/Cars_Travolta.gif")

Upvotes: 2

mnel
mnel

Reputation: 115382

You are looking for annotation_raster and readPNG

mypngfile <- download.file('http://api.altmetric.com/donut/502878_64x64.png', destfile = 'mypng.png', mode = 'wb')
library(png)
mypng <- readPNG('mypng.png')


p <- qplot(mpg, wt, data = mtcars) + theme_bw()
p + annotation_raster(mypng, ymin = 4.5,ymax= 5,xmin = 30,xmax = 35) + 
    geom_point()

enter image description here

These new features (and more examples) are described here

Upvotes: 23

Maiasaura
Maiasaura

Reputation: 32986

The correct solution was this:

# This was one of my issues, reading a png from the web
my_image <-  readPNG(getURLContent('http://path.to/image.png'))
p1 + annotation_raster(my_image, ymin = 4,ymax= 5,xmin = 30,xmax = 40)

Upvotes: 5

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