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ggrepel

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Overview

ggrepel provides geoms for ggplot2 to repel overlapping text labels:

Text labels repel away from each other, away from data points, and away from edges of the plotting area.

library(ggrepel)
ggplot(mtcars, aes(wt, mpg, label = rownames(mtcars))) +
  geom_text_repel() +
  geom_point(color = 'red') +
  theme_classic(base_size = 16)

Installation

# The easiest way to get ggrepel is to install it from CRAN:
install.packages("ggrepel")

# Or get the the development version from GitHub:
# install.packages("devtools")
devtools::install_github("slowkow/ggrepel")

Usage

See the examples page to learn more about how to use ggrepel in your project.

Examples

Click one of the images below to go to see the code example:

Hide some of the labels Always show all labels, even when they have too many overlaps Do not repel labels from data points Do not repel labels from plot (panel) edges Expand the scale to make room for labels Always (or never) draw line segments Make curved line segments or arrows Repel labels from data points with different sizes Limit labels to a specific area Remove “a” from the legend Align labels on the top or bottom edge Align labels on the left or right edge Using ggrepel with stat_summary() Justify multiple lines of text with hjust Label jittered points Nudge labels in different directions with ggpp Label sf objects Shadows (or glow) under text labels Verbose timing information Word cloud Polar coordinates Unicode characters (Japanese) Mathematical expressions

Contributing

Please submit an issue to report bugs or ask questions.

Please contribute bug fixes or new features with a pull request to this repository.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.