I am trying to make a geom_point where the text labels both repel, and point to their associated points even if I am using position=dodge or position=jitter. I also have a lot of points to label, which is why I want to use ggrepel or something similar. My understanding is that I cannot use the position argument for ggrepel.
Is there any way I can get a plot like this, except with the segments pointing to their associated points?
require(ggplot2)
require(ggrepel)
data("mtcars")
mtcars$cyl <- as.factor(mtcars$cyl)
mtcars$am <- as.factor(mtcars$am)
require(ggplot2)
require(ggrepel)
dodge = position_dodge(1)
ggplot(mtcars, aes(x = am, y=mpg)) +
geom_point(size=3, position=dodge, alpha=0.5, aes(color=cyl)) +
geom_text_repel(data = mtcars,
aes(label = mpg, x=am, y=mpg), alpha=0.9, size=4,
segment.size = .25, segment.alpha = .8, force = 1)
ggrepel provides geoms for ggplot2 to repel overlapping text labels: geom_text_repel() geom_label_repel()
Description. geom_text_repel adds text directly to the plot. geom_label_repel draws a rectangle underneath the text, making it easier to read. The text labels repel away from each other and away from the data points.
Today, I updated ggrepel to support the position
option in version 0.7.3.
Please try it out and let me know how it goes.
If you have issues, please report them here: https://github.com/slowkow/ggrepel/issues
Install version 0.7.3 of ggrepel:
devtools::install_github("slowkow/ggrepel")
Let's try it:
require(ggplot2)
require(ggrepel)
data("mtcars")
mtcars$cyl <- as.factor(mtcars$cyl)
mtcars$am <- as.factor(mtcars$am)
dodge <- position_dodge(1)
ggplot(mtcars, aes(x = am, y = mpg, label = mpg)) +
geom_point(
mapping = aes(color = cyl),
position = dodge,
size = 3,
alpha = 0.5
) +
geom_text_repel(
mapping = aes(group = cyl),
position = dodge,
size = 4,
alpha = 0.9,
segment.size = .25,
segment.alpha = .8,
force = 1
)
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