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Preserve proportion of graphs using grid.arrange

Tags:

r

ggplot2

I'm trying to arrange multiple plots using grid.arrange. It does the job by the book, and when calling:

p1 <- ggplot(subset(mtcars, cyl = 4), aes(wt, mpg, colour = cyl)) + geom_point() 
p2 <- ggplot(subset(mtcars, cyl = 8), aes(wt, mpg, colour = cyl)) + geom_point()

grid.arrange(p1, p2, ncol = 2)

I get two nice plots, symmetrical in size:

enter image description here

My graphs refer to different parameters but they do share the same colour coding for groups. So I'd like to remove the legend from all but one and find a nice place for it.

However when I try:

p3 <- ggplot(subset(mtcars, cyl = 8), aes(wt, mpg, colour = cyl)) + geom_point() + guides(colour=FALSE)

grid.arrange(p3, p2, ncol = 2)

The plot without the legend gets (correctly) bigger:

enter image description here

I'd like to keep the size (as a length of x axis) to stay the same across graphs.

I'm aware I could use faceting here, but I'll also need to combine various graphs that (I think) will be hard to implement using facets..

Is it possible to do it with grid.arrange? Any other solutions that could help here?

like image 766
radek Avatar asked May 03 '13 21:05

radek


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2 Answers

Try this, which uses cbind.gtable:

grid.draw(cbind(ggplotGrob(p3), ggplotGrob(p2), size="last"))

enter image description here

like image 161
Josh O'Brien Avatar answered Sep 16 '22 16:09

Josh O'Brien


Not nearly as elegantly simple as @Josh 's solution, but you can do this with grid.arrange which allows you to preserve or specify the aspect ratio of the plots, but you need to make a tableGrob for your legend. I answered a simillar question here which is where I got the handy code for making a tableGrob from a ggplot2 legend:

## Make a tableGrob of your legend
tmp <- ggplot_gtable(ggplot_build(p2))
leg <- which(sapply(tmp$grobs, function(x) x$name) == "guide-box")
legend <- tmp$grobs[[leg]]

# Plot objects using widths and height and respect to fix aspect ratios
# We make a grid layout with 3 columns, one each for the plots and one for the legend
grid.newpage()
pushViewport( viewport( layout = grid.layout( 1 , 3 , widths = unit( c( 0.4 , 0.4 , 0.2 ) , "npc" ) ,heights = unit( c( 0.45 , 0.45 , 0.45 ) , "npc" ) , respect = matrix(rep(1,3),1) ) ) ) 
print( p1 + theme(legend.position="none") , vp = viewport( layout.pos.row = 1 , layout.pos.col = 1 ) )
print( p2 + theme(legend.position="none") , vp = viewport( layout.pos.row = 1, layout.pos.col = 2 ) )
upViewport(0)
vp3 <- viewport( width = unit(0.2,"npc") , x = 0.9 , y = 0.5)
pushViewport(vp3)
grid.draw( legend )
popViewport()

enter image description here

like image 39
Simon O'Hanlon Avatar answered Sep 18 '22 16:09

Simon O'Hanlon