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 thi
would this work for you
library(cowplot)
library(ggplot2)
data(iris)
a <- ggplot(iris, aes(x=Species, y=Petal.Width)) + geom_boxplot(color="black") + ylab(expression(Foo~Bar~(g~cm^{-3}))) + theme_grey()
b <- ggplot(iris, aes(x=Species, y=Petal.Length*100)) + geom_boxplot(color="black") + ylab("foobar (mm)") + theme_grey()
c <- ggplot(iris, aes(x=Species, y=Sepal.Width)) + geom_boxplot(color="black") + ylab("foobar (%)") + theme_grey()
d <- ggplot(iris, aes(x=Species, y=log10(Sepal.Length))) + geom_boxplot(color="black") + ylab("foobar (cm)") + theme_grey()
plot_grid(a,b, c, d, ncol=2,align="v")
I think you already had the answer.
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
# For reference: a1= top left, b1= top right
# c1= bottom left, d1= bottom right
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:
rbind
in gtable to set plot width (Baptiste) [link]Pretty similar to the above, but using gtable functions*
library(ggplot2)
pl <- list(ggplot() + xlab("x"),
ggplot() + ylab("y"),
ggplot() + ylab("y"),
ggplot() + ggtitle("title") + xlab("x"))
library(grid)
library(gridExtra)
gl <- lapply(pl, ggplotGrob)
# gt <- cbind(rbind(gl[[1]], gl[[3]]),
# rbind(gl[[2]], gl[[4]]))
# alternative to remove x-axes of top row of plots
gt <- cbind(rbind(gl[[1]][1:3,], gl[[3]]),
rbind(gl[[2]][1:3,], gl[[4]]))
grid.newpage()
grid.draw(gt)
*: actually, since gtable doesn't allow the use of pmax when comparing units, this is using a drop-in replacement from the dev version of gridExtra.