Reputation: 45
Using a R package called Likert which uses ggplot2 and I want to change the font family. In the package it looks like this:
if(plot.percent.high) {
p <- p + geom_text(data=lsum, y=100, aes(x=Item,
label=paste0(round(high), '%')),
size=text.size, hjust=-.2, color=text.color)
}
Was wondering how to change the geom_text from outside the package without knowing a lot of this information. For labels you can just use theme, but theme doesn't seem to work with this.
Currently
p = plot(lik) + theme(text = element_text(family = "Georgia"))
to change everything else to Georgia.
Upvotes: 2
Views: 1413
Reputation: 25854
Re comment, you can edit the grobs
to change the fontfamily
in the geom_text
calls.
Code is wrapped in a function as you are wanting to replicate the graphs.
library(likert)
# example
data(pisaitems)
items28 <- pisaitems[, substr(names(pisaitems), 1, 5) == "ST24Q"]
l28 <- likert(items28)
# helper function - takes likert plot as input
# loops through the geom_text calls editing the font family
grid_fam <- function(p, fam="Georgia")
{
g <- ggplotGrob(p)
px <- which(g$layout$name=="panel")
id <- grep("text", names(g$grobs[[px]]$children))
for(i in id) g$grobs[[px]]$children[[i]]$gp$fontfamily <- fam
grid::grid.newpage()
grid::grid.draw(g)
invisible(g)
}
Plots
# original
plot(l28, plot.percents=TRUE, plot.percent.low = FALSE,
plot.percent.high = FALSE)
# with changed font
grid_fam(plot(l28, plot.percents=TRUE, plot.percent.low = FALSE,
plot.percent.high = FALSE))
There is most likely a simpler way to do this.
EDIT Update from comments: please feel free to improve
# initial plot
p <- plot(l28, plot.percents=TRUE, plot.percent.low = FALSE,
plot.percent.high = FALSE)
# Look at structure of returned ggplot -
# it does not contain all the info used to generate the plot
str(p)
# g is a gtable which contains the grobs that make up the plot
g <- ggplotGrob(p)
g
# Get the list of parent grobs
g$grobs
# layout details
g$layout
# we are interested in the grobs with layout name 'panel'
g1 <- g$grobs[[which(g$layout$name=="panel")]]
# have a look at the children within this gTree
childNames(g1)
# look at the structure - we are interested in the grobs with
# name 'GRID.text.###'
# have a look at fontfamily and its position in the list structure
str(g1)
# extract the position of the grobs with names with 'text' in then
id <- grep("text", names(g$grobs[[which(g$layout$name=="panel")]]$children))
# check
childNames(g1)[id]
# look at grobs to be changed
str(g$grobs[[which(g$layout$name=="panel")]]$children[id])
# loop through the text grobs changing the fonts
for(i in id) g$grobs[[which(g$layout$name=="panel")]]$children[[i]]$gp$fontfamily <- "Georgia"
# plot grid obkects
grid::grid.newpage()
grid::grid.draw(g)
# the use of invisible returns the updated gtable if it assigned to a variable
out <- grid_fam(plot(l28, plot.percents=TRUE, plot.percent.low = FALSE,
plot.percent.high = FALSE))
out
Upvotes: 2