Using facet tags and strip labels together in ggpl

问题:

I'd like to create a figure using ggplot2's facet_grid, like below:

# Load ggplot2 library for plotting
library(ggplot2)

# Plot dummy data
p <- ggplot(mtcars, aes(mpg, wt)) 
p <- p + geom_point() 
p <- p + facet_grid(gear ~ cyl)
print(p)

This is great, but since it's going in a journal article each panel also needs to be labelled with a, b, c, etc. The package egg has a great function for this called tag_facet, which is used as follows:

# Load egg library for tagging
library(egg)
#> Warning: package 'egg' was built under R version 3.5.3
#> Loading required package: gridExtra

# Same plot but with tags for each facet
p <- ggplot(mtcars, aes(mpg, wt)) 
p <- p + geom_point() 
p <- p + facet_grid(gear ~ cyl)
tag_facet(p)

^{Created on 2019-05-09 by the reprex package (v0.2.1)}

As required, I now how letter labels on each panel. But, as you can see, my strip labels have disappeared!

My question: How do I retain my strip labels, whilst also adding tags?

回答1:

You can view the code for tag_facet here. As you can see, the function explicitly and deliberately removes the facet strips (see also the "value" in the documentation). You can fix that by creating your own function, and just removing the theme call from the original code:

tag_facet2 <- function(p, open = "(", close = ")", tag_pool = letters, x = -Inf, y = Inf, 
    hjust = -0.5, vjust = 1.5, fontface = 2, family = "", ...) {

    gb <- ggplot_build(p)
    lay <- gb$layout$layout
    tags <- cbind(lay, label = paste0(open, tag_pool[lay$PANEL], close), x = x, y = y)
    p + geom_text(data = tags, aes_string(x = "x", y = "y", label = "label"), ..., hjust = hjust, 
        vjust = vjust, fontface = fontface, family = family, inherit.aes = FALSE)
}

回答2:

This can be done using only geom_text() :

data_text <- data.frame(
  cyl   = c(4, 6, 8, 4, 6, 8, 4, 6, 8),
  gear  = c(3, 3, 3, 4, 4, 4, 5, 5, 5)
  label = c('(a)', '(b)', '(c)', '(d)', '(e)', '(f)', '(g)', '(h)', '(i)')
)

ggplot(mtcars, aes(mpg, wt)) +
geom_point() +
facet_grid(gear ~ cyl) +
geom_text(data=data_text, aes(x=12, y=5, label=label), fontface='bold', size=4)

回答3:

Of course, I find a solution immediately after asking. The problem appears to be that tag_facet sets strip labels to element_blank, which can be fixed by calling theme after calling tag_facet.

# Load libraries
library(ggplot2)
library(egg)
#> Warning: package 'egg' was built under R version 3.5.3
#> Loading required package: gridExtra

# Create plot
p <- ggplot(mtcars, aes(mpg, wt)) 
p <- p + geom_point() 
p <- p + facet_grid(gear ~ cyl)
p <- tag_facet(p)
p <- p + theme(strip.text = element_text())
print(p)

^{Created on 2019-05-09 by the reprex package (v0.2.1)}