nofunsally - 2 months ago 49
R Question

# Arrange ggplot plots (grobs with same widths) using gtable to create 2x2 layout

I am attempting to use grobs and gtable to arrange 4 (ggplot2) plots into a 2x2 grid. I don't know how to set widths, and also a non- 1xn, or nx1 arrangement.

Using this code:

``````data(iris)
a <- ggplot(iris, aes(x=Species, y=Petal.Width)) + geom_boxplot(color="black") + ylab(expression(Foo~Bar~(g~cm^{-3})))
b <- ggplot(iris, aes(x=Species, y=Petal.Length*100)) + geom_boxplot(color="black") + ylab("foobar (mm)")
c <- ggplot(iris, aes(x=Species, y=Sepal.Width)) + geom_boxplot(color="black") + ylab("foobar (%)")
d <- ggplot(iris, aes(x=Species, y=log10(Sepal.Length))) + geom_boxplot(color="black") + ylab("foobar (cm)")

plots <- list(a,b,c,d)
grobs = lapply(plots, ggplotGrob)
g = do.call(rbind, c(grobs, size="first"))

g\$widths = do.call(unit.pmax, lapply(grobs, "[[", "widths"))
grid.newpage()
grid.draw(g)
``````

I can create the following 1x4 arrangement.

If I use grid.arrange for two columns, on the 4 plots, the plots are of different widths.

How can I bind plots into a gtable for a 4 x 4 arrangement?

``````# I thought maybe I could cbind, then rbind, but this does not work
plots1 <- list(a,b)
plots2 <- list(c,d)
grobs1 = lapply(plots1, ggplotGrob)
grobs2 = lapply(plots2, ggplotGrob)

g1 = do.call(cbind, c(grobs1, size="first"))
g2 = do.call(cbind, c(grobs2, size="first"))
# g3 = do.call(rbind, c(g1,g2, size="first")) #this does not work
``````

Your last line returns an error, but a small edit results in a combined plot where widths within columns are the same:

`g3 = do.call(rbind, c(list(g1,g2), size="first")) #combine g1 and g2 into a list`

A sidenote for aesthetics/reference:
If your x-axis is the same, you can drop it from the top two plots.

``````library(ggplot2); library(gridExtra); library(grid)

# Tweak the margins to use up empty space.  Margins: Top, Right, Bottom, Left
a1 <- a + theme(axis.title.x = element_blank(),
axis.text.x = element_blank(),
axis.ticks.x= element_blank(),
plot.margin= unit(c(1, 1, -0.5, 0.5), "lines") )
b1 <- b + theme(axis.title.x = element_blank(),
axis.text.x = element_blank(),
axis.ticks.x= element_blank(),
plot.margin= unit(c(1, 1, -0.5, 0.5), "lines") )
c1 <- c + theme(plot.margin= unit(c(0, 1, 0.5, 0.5), "lines") )
d1 <- d + theme(plot.margin= unit(c(0, 1, 0.5, 0.5), "lines") )

grobz <- lapply(list(a1, b1, c1, d1), ggplotGrob)
grobz.plot <- arrangeGrob( grobs = list(rbind(grobz[[1]], grobz[[3]], size = "last"),
rbind(grobz[[2]], grobz[[4]], size = "last")),
ncol = 2)
grid.draw(grobz.plot)
``````

These StackOverflow questions are helpful in aligning plots:

• Using `rbind` in gtable to set plot width (Baptiste) [link]
• Relative panel heights in gtable (Baptiste) [link]
• Plot widths and legends [link]