Align x axes of box plot and line plot using ggplo

Question

Im trying to align the x-axes of a bar plot and line plot in one window frame using ggplot. Here is the fake data I'm trying to do it with.

library(ggplot2)
library(gridExtra)
m <- as.data.frame(matrix(0, ncol = 2, nrow = 27))
colnames(m) <- c("x", "y")
for( i in 1:nrow(m))
{
  m$x[i] <- i
  m$y[i] <- ((i*2) + 3)
}

My_plot <- (ggplot(data = m, aes(x = x, y = y)) + theme_bw())
Line_plot <- My_plot + geom_line()
Bar_plot <- My_plot + geom_bar(stat = "identity")

grid.arrange(Line_plot, Bar_plot)

Thank you for your help.

Answer 1

@eipi10 answers this particular case, but in general you also need to equalize the plot widths. If, for example, the y labels on one of the plots take up more space than on the other, even if you use the same axis on each plot, they will not line up when passed to grid.arrange:

axis <- scale_x_continuous(limits=range(m$x))

Line_plot <- ggplot(data = m, aes(x = x, y = y)) + theme_bw() + axis + geom_line()

m2 <- within(m, y <- y * 1e7)
Bar_plot <- ggplot(data = m2, aes(x = x, y = y)) + theme_bw() + axis + geom_bar(stat = "identity")

grid.arrange(Line_plot, Bar_plot)

In this case, you have to equalize the plot widths:

Line_plot <- ggplot_gtable(ggplot_build(Line_plot))
Bar_plot <- ggplot_gtable(ggplot_build(Bar_plot))

Bar_plot$widths <-Line_plot$widths 

grid.arrange(Line_plot, Bar_plot)

Answer 2

The gridlines on the x axes will be aligned if you use scale_x_continuous to force ggplot to use limits you specify.

My_plot <- ggplot(data = m, aes(x = x, y = y)) + theme_bw() + 
              scale_x_continuous(limits=range(m$x))

Now, when you add the layers, the axes will share the common scaling.