I would like to create a simple bar chart with ggplot2 and my problem is that my x variable contains long strings so the labels are overlaid.
Here are fake datas and the plot :
library(dplyr)
library(tidyr)
library(ggplot2)
set.seed(42)
datas <- data.frame(label = sprintf("aLongLabel%d", 1:8),
ok = sample(seq(0, 1, by = 0.1), 8, rep = TRUE)) %>%
mutate(err = abs(ok - 1)) %>%
gather(type, freq, ok, err)
datas %>%
ggplot(aes(x = label, y = freq)) +
geom_bar(aes(fill = type), stat = "identity")
I would like to replace the labels by shorter ones and create a legend to show the matches.
What I've tried :
I use the shape aes parameter in geo_point which will create a legend with shapes (and plots shapes that I hide with alpha = 0
). Then I change the shapes with scale_shape_manual
and replace the x labels with scale_x_discrete
. With guides
I override the alpha parameter of my shapes so they wont be invisible in the legend.
leg.txt <- levels(datas$label)
x.labels <- structure(LETTERS[seq_along(leg.txt)],
.Names = leg.txt)
datas %>%
ggplot(aes(x = label, y = freq)) +
geom_bar(aes(fill = type), stat = "identity") +
geom_point(aes(shape = label), alpha = 0) +
scale_shape_manual(name = "Labels", values = x.labels) +
guides(shape = guide_legend(override.aes = list(size = 5, alpha = 1))) +
scale_x_discrete(name = "Label", labels = x.labels)
It gives me the expected output but I feel like this is very hacky.
Does ggplot2 provides a way to do this more directly ? Thanks.
Rotation solution suggested by Pascal
Rotate the labels and align them to the edge :
datas %>%
ggplot(aes(x = label, y = freq)) +
geom_bar(aes(fill = type), stat = "identity") +
theme(axis.text.x = element_text(angle = 90, hjust = 1))
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