I'm using ggplot2 to improve precipitation barplots.
Here's a reproducible example of what I want to achieve:
library(ggplot2)
library(gridExtra)
secu <- seq(1, 16, by=2)
melt.d <- data.frame(y=secu, x=LETTERS[1:8])
m <- ggplot(melt.d, aes(x=x, y=y)) +
geom_bar(fill="darkblue") +
labs(x="Weather stations", y="Accumulated Rainfall [mm]") +
opts(axis.text.x=theme_text(angle=-45, hjust=0, vjust=1),
title=expression("Rainfall"), plot.margin = unit(c(1.5, 1, 1, 1), "cm"),
plot.title = theme_text(size = 25, face = "bold", colour = "black", vjust = 5))
z <- arrangeGrob(m, sub = textGrob("Location", x = 0, hjust = -3.5, vjust = -33, gp = gpar(fontsize = 18, col = "gray40"))) #Or guessing x and y with just option
z
I don't know how to avoid using guessing numbers on hjust and vjust on ggplot2? Is there a better way to put a subtitle (not just using \n, but a subtitle with different text color and size)?
I need to be able to use with ggsave to have a pdf file.
Here are two related questions:
Add a footnote citation outside of plot area in R?
How can I add a subtitle and change the font size of ggplot plots in R?
Thanks for any help.
The latest ggplot2 builds (i.e., 2.1.0.9000 or newer) have subtitles and below-plot captions as built-in functionality. That means you can do this:
library(ggplot2) # 2.1.0.9000+
secu <- seq(1, 16, by=2)
melt.d <- data.frame(y=secu, x=LETTERS[1:8])
m <- ggplot(melt.d, aes(x=x, y=y))
m <- m + geom_bar(fill="darkblue", stat="identity")
m <- m + labs(x="Weather stations",
y="Accumulated Rainfall [mm]",
title="Rainfall",
subtitle="Location")
m <- m + theme(axis.text.x=element_text(angle=-45, hjust=0, vjust=1))
m <- m + theme(plot.title=element_text(size=25, hjust=0.5, face="bold", colour="maroon", vjust=-1))
m <- m + theme(plot.subtitle=element_text(size=18, hjust=0.5, face="italic", color="black"))
m
Ignore this answer ggplot2
version 2.2.0 has title and subtitle functionality. See @hrbrmstr's answer below.
You could use nested atop
functions inside an expression
to get different sizes.
EDIT Updated code for ggplot2 0.9.3
m <- ggplot(melt.d, aes(x=x, y=y)) +
geom_bar(fill="darkblue", stat = "identity") +
labs(x="Weather stations", y="Accumulated Rainfall [mm]") +
ggtitle(expression(atop("Rainfall", atop(italic("Location"), "")))) +
theme(axis.text.x = element_text(angle=-45, hjust=0, vjust=1),
#plot.margin = unit(c(1.5, 1, 1, 1), "cm"),
plot.title = element_text(size = 25, face = "bold", colour = "black", vjust = -1))
https://i.stack.imgur.com/Ape84.png
atop(italic("Location")
I would like to have an object: atop(italic(my_string_vector)
. I tried that but then the subtitle evaluated to (my_string_vector). How to force this expression to use the string value and do not treat the provided text literally?
bquote
instead of expression
, see here
expression
with bquote
and wrap the objects with .()
, like this, for a main title stored in an object called "main.title" and for a subtitle stored in an object called "sub.title": ggtitle(bquote(atop(.(main.title), atop(italic(.(sub.title)), ""))))
Credit goes to Didzis Elferts's answer here: stackoverflow.com/questions/19957536/…
it's not too hard to add grobs to the gtable and make a fancy title that way,
library(ggplot2)
library(grid)
library(gridExtra)
library(magrittr)
library(gtable)
p <- ggplot() +
theme(plot.margin = unit(c(0.5, 1, 1, 1), "cm"))
lg <- list(textGrob("Rainfall", x=0, hjust=0,
gp = gpar(fontsize=24, fontfamily="Skia", face=2, col="turquoise4")),
textGrob("location", x=0, hjust=0,
gp = gpar(fontsize=14, fontfamily="Zapfino", fontface=3, col="violetred1")),
pointsGrob(pch=21, gp=gpar(col=NA, cex=0.5,fill="steelblue")))
margin <- unit(0.2, "line")
tg <- arrangeGrob(grobs=lg, layout_matrix=matrix(c(1,2,3,3), ncol=2),
widths = unit.c(grobWidth(lg[[1]]), unit(1,"null")),
heights = do.call(unit.c, lapply(lg[c(1,2)], grobHeight)) + margin)
grid.newpage()
ggplotGrob(p) %>%
gtable_add_rows(sum(tg$heights), 0) %>%
gtable_add_grob(grobs=tg, t = 1, l = 4) %>%
grid.draw()
https://i.stack.imgur.com/ozDSD.png
It appears opts
is deprecated as of ggplot 2 0.9.1 and no longer functional. This worked for me with the latest versions as of today: + ggtitle(expression(atop("Top line", atop(italic("2nd line"), ""))))
.
, ""
- what is that part for?
atop()
is something like a fraction without bars. So putting the second atop()
inside the first gives you a sub-fraction, with text proportionally smaller. The ""
is the bottom of the sub-fraction. It appears to be unnecessary though - perhaps atop()
has a default empty string for the second parameter, or something.
This version uses a gtable
function. It allows two lines of text in the title. The text, size, colour, and font face of each line can be set independently of the other. However, the function will modify a plot with a single plot panel only.
Minor edit: Updating to ggplot2 v2.0.0
# The original plot
library(ggplot2)
secu <- seq(1, 16, by = 2)
melt.d <- data.frame(y = secu, x = LETTERS[1:8])
m <- ggplot(melt.d, aes(x = x, y = y)) +
geom_bar(fill="darkblue", stat = "identity") +
labs(x = "Weather stations", y = "Accumulated Rainfall [mm]") +
theme(axis.text.x = element_text(angle = -45, hjust = 0, vjust = 1))
# The function to set text, size, colour, and face
plot.title = function(plot = NULL, text.1 = NULL, text.2 = NULL,
size.1 = 12, size.2 = 12,
col.1 = "black", col.2 = "black",
face.1 = "plain", face.2 = "plain") {
library(gtable)
library(grid)
gt = ggplotGrob(plot)
text.grob1 = textGrob(text.1, y = unit(.45, "npc"),
gp = gpar(fontsize = size.1, col = col.1, fontface = face.1))
text.grob2 = textGrob(text.2, y = unit(.65, "npc"),
gp = gpar(fontsize = size.2, col = col.2, fontface = face.2))
text = matrix(list(text.grob1, text.grob2), nrow = 2)
text = gtable_matrix(name = "title", grobs = text,
widths = unit(1, "null"),
heights = unit.c(unit(1.1, "grobheight", text.grob1) + unit(0.5, "lines"), unit(1.1, "grobheight", text.grob2) + unit(0.5, "lines")))
gt = gtable_add_grob(gt, text, t = 2, l = 4)
gt$heights[2] = sum(text$heights)
class(gt) = c("Title", class(gt))
gt
}
# A print method for the plot
print.Title <- function(x) {
grid.newpage()
grid.draw(x)
}
# Try it out - modify the original plot
p = plot.title(m, "Rainfall", "Location",
size.1 = 20, size.2 = 15,
col.1 = "red", col.2 = "blue",
face.2 = "italic")
p
https://i.stack.imgur.com/E7Jk1.png
You could use wrap the plot in grid.arrange and pass a custom grid-based title,
https://i.stack.imgur.com/ixXoL.png
library(ggplot2)
library(gridExtra)
p <- ggplot() +
theme(plot.margin = unit(c(0.5, 1, 1, 1), "cm"))
tg <- grobTree(textGrob("Rainfall", y=1, vjust=1, gp = gpar(fontsize=25, face=2, col="black")),
textGrob("location", y=0, vjust=0, gp = gpar(fontsize=12, face=3, col="grey50")),
cl="titlegrob")
heightDetails.titlegrob <- function(x) do.call(sum,lapply(x$children, grobHeight))
grid.arrange(p, top = tg)
You might have noticed that Sandy's code doesn't produce a bold title for "Rainfall" - the instruction to make this bold should occur within the atop() function rather than the theme() function.
ggplot(melt.d, aes(x=x, y=y)) +
geom_bar(fill="darkblue", stat = "identity") +
labs(x="Weather stations", y="Accumulated Rainfall [mm]") +
ggtitle(expression(atop(bold("Rainfall"), atop(italic("Location"), "")))) +
theme(axis.text.x = element_text(angle=-45, hjust=0, vjust=1),
plot.title = element_text(size = 25, colour = "black", vjust = -1))
https://i.stack.imgur.com/yUflw.png
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