Table of Contents
In ggplot2, facet axis labels can be changed using the ‘labeller’ argument within the ‘facet_wrap’ or ‘facet_grid’ function. This argument allows the user to specify how the axis labels should be formatted, by providing a custom function that will be used to generate the labels from the levels of the faceting variable. This can be useful for giving the labels a more descriptive or meaningful name, or for making them easier to read.
You can use the as_labeller() function to change facet axis labels in ggplot2:
ggplot(df, aes(x, y)) +
geom_point() +
facet_wrap(.~group,
strip.position = 'left',
labeller = as_labeller(c(A='new1', B='new2', C='new3', D='new4'))) +
ylab(NULL) +
theme(strip.background = element_blank(),
strip.placement='outside')
This particular example replaces the following old labels:
- A, B, C, D
with the following new labels:
- new1, new2, new3, new4
The following example shows how to use this syntax in practice.
Example: Change Facet Axis Labels in ggplot2
Suppose we have the following data frame in R:
#create data frame
df <- data.frame(team=c('A', 'A', 'B', 'B', 'C', 'C', 'D', 'D'),
points=c(8, 14, 20, 22, 25, 29, 30, 31),
assists=c(10, 5, 5, 3, 8, 6, 9, 12))
#view data frame
df
team points assists
1 A 8 10
2 A 14 5
3 B 20 5
4 B 22 3
5 C 25 8
6 C 29 6
7 D 30 9
8 D 31 12
The following code shows how to use facet_wrap() to create a grid that displays a scatterplot of assists vs. points for each team:
library(ggplot2)
#create multiple scatter plots using facet_wrap
ggplot(df, aes(assists, points)) +
geom_point() +
facet_wrap(.~team, nrow=4)
Currently the facets have the following labels: A, B, C, D.
However, we can use the following code to change the labels to team A, team B, team C, and team D:
library(ggplot2)
#create multiple scatter plots using facet_wrap with custom facet labels
ggplot(df, aes(assists, points)) +
geom_point() +
facet_wrap(.~team, nrow=4,
strip.position = 'left',
labeller = as_labeller(c(A='team A',
B='team B',
C='team C',
D='team D'))) +
ylab(NULL) +
theme(strip.background = element_blank(),
strip.placement='outside')
Note: The strip.background argument removes the grey background behind the facet labels and the strip.placement argument specifies that the labels should be placed outside of the axis ticks.
The following tutorials explain how to perform other common tasks in ggplot2: