facet_wrap()
has been recognized for not having a space = "free"
argument (https://github.com/tidyverse/ggplot2/issues/2933). This can causes spacing issues on the y-axis of plots.
Create the above figure using the following code:
library(tidyverse)
p <-
mtcars %>%
rownames_to_column() %>%
ggplot(aes(x = disp, y = rowname)) + geom_point() +
facet_wrap(~ carb, ncol = 1, scales = "free_y")
facet_grid
on the other hand has a space = "free"
argument. Allowing for nice y-axis spacing.
Create the above figure using the following code:
p <-
mtcars %>%
rownames_to_column() %>%
ggplot(aes(x = disp, y = rowname)) + geom_point() +
facet_grid(carb ~ ., scales = "free_y", space = "free_y")
The issue with this is that the label is on the side, not the top. I sometimes have longer facet labels and few rows in the facet. This means the facet label gets cut off.
There is a solution from the ggforce package (comment by ilarischeinin on https://github.com/tidyverse/ggplot2/issues/2933).
p <-
mtcars %>%
rownames_to_column() %>%
ggplot(aes(x = disp, y = rowname)) + geom_point()
p + ggforce::facet_col(vars(carb), scales = "free_y", space = "free")
But, there are limitations leaving ggplot2. For example, I ultimately want a two column figure, and this functionality does not seem possible with ggforce. Is there any way to produce the same result using facet_wrap()
so that I can utilize the ncol()
argument?
Here is a potential workaround based on https://stackoverflow.com/a/29022188/12957340 :
library(tidyverse)
library(gtable)
library(grid)
p1 <- mtcars %>%
rownames_to_column() %>%
ggplot(aes(x = disp, y = rowname)) + geom_point() +
facet_grid(carb ~ ., scales = "free_y", space = "free_y") +
theme(panel.spacing = unit(1, 'lines'),
strip.text.y = element_text(angle = 0))
gt <- ggplotGrob(p1)
panels <-c(subset(gt$layout, grepl("panel", gt$layout$name), se=t:r))
for(i in rev(panels$t-1)) {
gt = gtable_add_rows(gt, unit(0.5, "lines"), i)
}
panels <-c(subset(gt$layout, grepl("panel", gt$layout$name), se=t:r))
strips <- c(subset(gt$layout, grepl("strip-r", gt$layout$name), se=t:r))
stripText = gtable_filter(gt, "strip-r")
for(i in 1:length(strips$t)) {
gt = gtable_add_grob(gt, stripText$grobs[[i]]$grobs[[1]], t=panels$t[i]-1, l=5)
}
gt = gt[,-6]
for(i in panels$t) {
gt$heights[i-1] = unit(0.8, "lines")
gt$heights[i-2] = unit(0.2, "lines")
}
grid.newpage()
grid.draw(gt)
Created on 2021-12-15 by the reprex package (v2.0.1)
It's not clear to me what you mean by "I ultimately want a two column figure", but if you can come up with an example to illustrate your 'ultimate' expected outcome I can try to adapt this approach and see if it will work or not.