How can I use grid to edit a ggplot2 object to add math expressions to facet labels?
I need to put Greek letters into facet labels using facet_wrap() in ggplot2. I found a Link describing the same for facet_grid(). I applied this for my data, using the following code:
levels(parameters) <- c(expression(alpha), expression(beta))
p + facet_grid(.~parameters, labeller = label_parsed)
This works great and does exactly what I want. However, I need to use facet_wrap() instead (to get separate y-axes for both paramters, and also to plot even more parameters in different columns and rows). I tried the following:
p + facet_wrap(.~parameters, labeller = label_parsed) , or
p + facet_wrap(.~parameters)
but this didn't work because there is no "labeller" function in facet_wrap. How co开发者_Go百科uld this be done using grid?
This example should get you started:
library("ggplot2")
library("grid")
d <- ggplot(iris, aes(Sepal.Length, Sepal.Width)) +
geom_point() +
facet_wrap(~Species)
grob <- ggplotGrob(d)
strip_elem <- grid.ls(getGrob(grob, "strip.text.x", grep=TRUE, global=TRUE))$name
grob <- grid::editGrob(grob, strip_elem[1], label=expression(alpha[1]))
grob <- grid::editGrob(grob, strip_elem[2], label=expression(beta^2))
grob <- grid::editGrob(grob, strip_elem[3], label=expression(hat(gamma)))
grid.draw(grob)
Update: this works with ggplot2
version 0.9.3 (although using grid
is a fragile way to modify ggplot2
graphics)
grob[["grobs"]][["strip_t.1"]][["children"]][[2]][["label"]] <- expression(alpha[1])
grob[["grobs"]][["strip_t.2"]][["children"]][[2]][["label"]] <- expression(beta^2)
grob[["grobs"]][["strip_t.3"]][["children"]][[2]][["label"]] <- expression(hat(gamma))
grid.draw(grob)
I tried it using the code below, and it works for me.
library("ggplot2")
library("grid")
## 1. Plot d and print d
d <- ggplot(iris, aes(Sepal.Length, Sepal.Width)) + geom_point() + facet_wrap(~Species)
d
## 2. Put Greek letters into facet labels using grid.edit function
grid.force()
grid.ls() #You should find the exact names for facet labels in the printed output!
grid.edit("GRID.text.77",label=expression(alpha[1])) #"GRID.text.77" = name for the first facet label
grid.edit("GRID.text.80",label=expression(beta^2)) #"GRID.text.80" = name for the second facet label
grid.edit("GRID.text.83",label=expression(hat(gamma))) #"GRID.text.83" = name for the third facet label
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