In ggplot
, when using facet_grid(..., space = "free_y")
and the number of points within a group is small, the facet title gets cut off.
For example...
library(tidyverse)
d <- tibble(
x = factor(1:40),
y = rnorm(40),
g = c(rep("GROUP 1", 39), "GROUP 2")
)
ggplot(d) +
aes(x = x, y = y) +
geom_col() +
facet_grid(g ~ ., scales = "free_y", space = "free_y") +
coord_flip() +
theme(
strip.text.y = element_text(angle = 0, size = rel(4))
)
Is there any way to get the GROUP 2
text to not be cut-off at the facet grid margins? I'm aware that I can just stretch the plot, but that's not really a satisfying solution -- after all, there's all that margin space between facets! Is there a way to get the label to just bleed into those?
facet_grid() forms a matrix of panels defined by row and column faceting variables. It is most useful when you have two discrete variables, and all combinations of the variables exist in the data. If you have only one variable with many levels, try facet_wrap() .
To remove the label from facet plot, we need to use “strip. text. x” argument inside the theme() layer with argument 'element_blank()'.
The facet_grid() function will produce a grid of plots for each combination of variables that you specify, even if some plots are empty. The facet_wrap() function will only produce plots for the combinations of variables that have values, which means it won't produce any empty plots.
Faceting is the process that split the chart window in several small parts (a grid), and display a similar chart in each section. Each section usually shows the same graph for a specific group of the dataset. The result is usually called small multiple.
You can turn off the clipping if you convert the plot to a grob:
pg <- ggplotGrob(pp)
for(i in which(grepl("strip-r", pg$layout$name))){
pg$grobs[[i]]$layout$clip <- "off"
}
grid::grid.draw(pg)
The above turns off clipping for all facet strip labels on the right, which is flexible for plotting using different datasets.
Alternatively, if you know exactly which ones you want to turn off, you can also examine the grob & manually specify the value(s) for i
:
> pg
TableGrob (12 x 8) "layout": 18 grobs
z cells name grob
1 0 ( 1-12, 1- 8) background rect[plot.background..rect.908]
2 1 ( 6- 6, 4- 4) panel-1-1 gTree[panel-1.gTree.839]
3 1 ( 8- 8, 4- 4) panel-1-2 gTree[panel-2.gTree.852]
4 3 ( 5- 5, 4- 4) axis-t-1 zeroGrob[NULL]
5 3 ( 9- 9, 4- 4) axis-b-1 absoluteGrob[GRID.absoluteGrob.865]
6 3 ( 6- 6, 3- 3) axis-l-1 absoluteGrob[GRID.absoluteGrob.872]
7 3 ( 8- 8, 3- 3) axis-l-2 absoluteGrob[GRID.absoluteGrob.879]
8 3 ( 6- 6, 6- 6) axis-r-1 zeroGrob[NULL]
9 3 ( 8- 8, 6- 6) axis-r-2 zeroGrob[NULL]
10 2 ( 6- 6, 5- 5) strip-r-1 gtable[strip]
11 2 ( 8- 8, 5- 5) strip-r-2 gtable[strip]
12 4 ( 4- 4, 4- 4) xlab-t zeroGrob[NULL]
13 5 (10-10, 4- 4) xlab-b titleGrob[axis.title.x..titleGrob.858]
14 6 ( 6- 8, 2- 2) ylab-l titleGrob[axis.title.y..titleGrob.855]
15 7 ( 6- 8, 7- 7) ylab-r zeroGrob[NULL]
16 8 ( 3- 3, 4- 4) subtitle zeroGrob[plot.subtitle..zeroGrob.905]
17 9 ( 2- 2, 4- 4) title zeroGrob[plot.title..zeroGrob.904]
18 10 (11-11, 4- 4) caption zeroGrob[plot.caption..zeroGrob.906]
# note that in this case, we actually only need to turn off clipping for
# strip-r-2, the 11th grob.
pg$grobs[[11]]$layout$clip <- "off"
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