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ggridges: Ridgeline plots in ggplot2

Ridgeline plots are partially overlapping line plots that create the impression of a mountain range. They can be quite useful for visualizing changes in distributions over time or space. These types of plots have also been called “joyplots”, in reference to the iconic cover art for Joy Division’s album Unknown Pleasures. However, given the unfortunate origin of the name Joy Division, the term “joyplot” is now discouraged.

Installation

Please install the stable release from CRAN:

install.packages("ggridges")

Alternatively, you can install the latest development version from github:

remotes::install_github("wilkelab/ggridges")

Usage

library(ggplot2)
library(ggridges)
    
ggplot(diamonds, aes(x = price, y = cut)) +
  geom_density_ridges(scale = 4) + 
  scale_y_discrete(expand = c(0, 0)) +     # will generally have to set the `expand` option
  scale_x_continuous(expand = c(0, 0)) +   # for both axes to remove unneeded padding
  coord_cartesian(clip = "off") + # to avoid clipping of the very top of the top ridgeline
  theme_ridges()
#> Picking joint bandwidth of 458

Documentation and Examples

First read the package vignette. Then read the reference manual.

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Version

Install

install.packages('ggridges')

Monthly Downloads

66,530

Version

0.5.2

License

GPL-2 | file LICENSE

Maintainer

Last Published

January 12th, 2020

Functions in ggridges (0.5.2)

geom_density_ridges

Create ridgeline plot
stat_binline

Stat for histogram ridgeline plots
stat_density_ridges

Stat for density ridgeline plots
theme_ridges

A custom theme specifically for use with ridgeline plots
position_raincloud

Create a cloud of randomly jittered points below a ridgeline plot
position_points_sina

Randomly distribute points in a ridgeline plot between baseline and ridgeline
scale_point

Scales for point aesthetics
scale_vline

Scales for vline aesthetics
scale_cyclical

Create a discrete scale that cycles between values
reduce

Reduce a list to a single value by iteratively applying a binary function
geom_ridgeline

Plot a ridgeline (line with filled area underneath)
Aus_athletes

Australian athletes
geom_density_line

Smoothed density estimates drawn with a ridgeline rather than area
geom_ridgeline_gradient

Plot ridgelines and ridgeline plots with fill gradients along the x axis
geom_vridgeline

Plot a vertical ridgeline (ridgeline rotated 90 degrees)
ggridges

Ridgeline plots with ggplot2
position_points_jitter

Randomly jitter the points in a ridgeline plot
lincoln_weather

Weather in Lincoln, Nebraska in 2016.
Catalan_elections

Results from Catalan regional elections (1980-2015)