仅在ggplot的x轴标签中显示相互作用的x变量的一部分

Question

I am plotting interacting variables on the x-axis of a ggplot, for example as below. Since I am using a fill color to indicate one of the values (here, variable ), I would only like my x-axis labels to display the other variable (here, study_day ). I can't specify a manual scale ( scale_x_discrete(labels = c('1', '1', '1', '2', '2', '2') ) because my study_day values may vary in each facet, as in this example. How do I indicate to only label the x-axis with study_day ?

set.seed(1)
df <- data.frame(variable = rep(c('A', 'B', 'C'), 8),
                 study_day = rep(c('1', '2'), 12),
                 ID = rep(c('W', 'X', 'Y', 'Z'), 6),
                 value = rnorm(24))

ggplot(df, aes(interaction(variable, study_day), value))+
  geom_point(shape = 21, aes(fill = variable))+
  facet_wrap(~ID, scales = 'free')

Answer 1

You can write a make_labels() function that extracts the study day from the labels ggplot2 generates:

library(stringr)

make_labels <- function(labels) {
  result <- str_split(labels, "\\.")
  unlist(lapply(result, function(x) x[2]))
}

set.seed(1)
df <- data.frame(variable = rep(c('A', 'B', 'C'), 8),
                 study_day = rep(c('1', '2'), 12),
                 ID = rep(c('W', 'X', 'Y', 'Z'), 6),
                 value = rnorm(24))

ggplot(df, aes(interaction(variable, study_day), value))+
  geom_point(shape = 21, aes(fill = variable))+
  facet_wrap(~ID, scales = 'free') +
  scale_x_discrete(labels = make_labels, name = "study day")