CODEWITHSUNDEEP
rgraphicsggplot2labelgeom-text
tokami
tokami

Reputation: 35

Automatically vary the positions of labels with geom_text when they overlie each other

I would like to create a ggplot graph with labels instead of points, but they overlie each other, so that you can not read them. Is there a nice way to automatically shift them just enough that they do not overwrite each other?

df = data.frame(x = c(1,4,5,6,6,7,8,8,9,1), y = c(1,1,2,5,5,5,3,5,6,4),
                label = rep(c("long_label","very_long_label"),5))
ggplot(data=df) + geom_text(data=df,aes(x=x, y=y, label = label))

Thank you

Upvotes: 1

Views: 2445

Answers (1)

Sandy Muspratt
Sandy Muspratt

Reputation: 32789

ggrepel (released to CRAN yesterday - 9 Jan 2016) seems tailor-made for these situations. But note: ggrepel requires ggplot2 v2.0.0

df = data.frame(x = c(1,4,5,6,6,7,8,8,9,1), y = c(1,1,2,5,5,5,3,5,6,4),
                label = rep(c("long_label","very_long_label"),5))

library(ggplot2)
library(ggrepel)

# Without ggrepel
ggplot(data = df) + 
   geom_text(aes(x = x, y = y, label = label))

# With ggrepel
ggplot(data = df) + 
     geom_text_repel(aes(x = x, y = y, label = label), 
             box.padding = unit(0.1, "lines"), force = 2,
             segment.color = NA)

enter image description here

Upvotes: 5

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