Top R Graph Examples: A Curated Collection





We're on a relentless quest to showcase the finest graphs created with R.

Our team scours the internet, follows leading creators on Twitter, and examines Tidy Tuesday submissions. As a result, our R Graph Gallery is a curated collection of the most exceptional R-based visualizations.

Exploring these remarkable data visualization projects will not only inspire you but also provide templates and code snippets that you won't find in beginner-level tutorials.

Dive into this section and elevate your R data visualization skills to new heights. 🔥

Ridgeline plot with inside plot


A good example of how to customize a ridgeline plot where the legend is actually a smaller plot inside the main one, explaining the data in a more detailed way.

by Ansgar Wolsing

Read tutorial



Waffle chart as a time series


Waffle charts can be used to display time series data. This chart shows the evolution of the number of storms since 2010.

by Muhammad Azhar

Read tutorial



Waffle chart as a distribution


Waffle charts can be used to display and compare distributions between groups.

by Benjamin Nowak

Read tutorial



Bertin's valued points map


A map depicting the french population density in the style of Jacques Bertin. A good variation of the bubble map!

by Benjamin Nowak

Read tutorial



Customized Dorling Cartogram


Learn how to create a dorling cartogram: a variation of the bubble map where bubbles do not overlap to increase readability.

by Benjamin Nowak

Read tutorial



Line chart with labels


It is a common need to display labels at the end of the lines, since that's the place where labels are the more readable. CĂ©dric Scherer gives us a nice walk-through here on how to do it with ggplot2.

by CĂ©dric Scherer

Read tutorial



Line and Area charts by The Economist


Learn how to mimick the style of The Economist with libraries like ggplot2, patchwork, grid, ggtext and more.

by The Economist

Read tutorial



Line chart with filled intersection


This example uses geo-faceting: the dataset is split and plotted using geographical regions. For each charts, 2 lines are displayed and the intersection between both is filled.

by Georgios Karamanis

Read tutorial



Stacked area chart with clean labels


A stacked area chart with a stunning color palette, some well positioned inline labels, some handy vertical annotations and some clean caption text.

by Gilbert Fontana

Read tutorial



Barplot with The Economist's style


The example is a reproduction of a barplot published in The Economist. The barplot itself is simple, but all the customization going with it to mimick the style are worth a read.

by The Economist

Read tutorial



Circular barplot with several features per group


Compare the features of several hiking locations in Washington with a highly customized circular barplot.

by Tobias Stalder

Read tutorial



ggStatsPlot


Compare the distribution of 3 groups using a combination of boxplot and violin plot with ggStatsPlot.

Probably better than a barplot if you have several values per group!

by Tuo Wang

Read tutorial



ggRepel


ggRepel allows to add multiple labels with no overlap automatically. Here is a good looking scatterplot using it!

by Tuo Wang

Read tutorial



Scatterplot with regression fit and automatic text repel


A scatterplot with a regression fit to highlight the main trend, a clean color palette, a customized legend and some greatly selected labels with no overlap

by Claus O. Wilke

Read tutorial



Circular lollipop chart


A circular lollipop chart with customized layout, in circle legend and groups.

A work by CĂ©dric Scherer for the TidyTuesday challenge.

by CĂ©dric Scherer

Read tutorial



Line chart with small multiple


A line chart with small multiple where all groups are repeated (but greyed-out) on each pannel.

by Gilbert Fontana

Read tutorial



Radar chart with ggradar


A Spider chart made using the ggradar package and a lot of customization.

by Tuo Wang

Read tutorial



Treemap with annotations and labels


A treemap with annotations, labels and colors. A good example of how to customize a treemap with specific labels.

by Yobanny Sámano

Read tutorial



ggStream


ggStream is a ggplot2 extension allowing to make stream graph with the tidyverse. Here is an example by CĂ©dric Scherer showcasing how to use this package.

by CĂ©dric Scherer

Read tutorial



Lollipop chart for timeseries


A very highly customized lollipop chart representing Mario Kart world records.

A work by CĂ©dric Scherer for the TidyTuesday challenge.

by CĂ©dric Scherer

Read tutorial



Double cleveland chart


A very highly customized lollipop chart representing Mario Kart world records.

A work by CĂ©dric Scherer for the TidyTuesday challenge.

by CĂ©dric Scherer

Read tutorial



Extended dumbbell plot


An extended dumbbell plot with clean annotation for mean and standard deviation.

A work by Tobias Stalder for the TidyTuesday challenge.

by Tobias Stadler

Read tutorial



Dumbbell plot with gap section


An extended dumbbell plot originally published by the Pew research center. Clean design with a gap section on the right hand side.

by Fred Duong

Read tutorial



Stacked Circular Barplot


How to build a stacked circular barplot with multiple sub-groups with R and ggplot2

by Yan Holtz

Read tutorial



Heatmap for timeseries


How to use a clean heatmap to show timeseries data, revealing insightful patterns.

by John MacKintosh

Read tutorial



Choropleth map


A clean choropleth map showing the density or restauration per region in the south of France

by Yan Holtz

Read tutorial



Dumbell chart


A dumbell chart is a variation of the barplot. It is used to compare the value of 2 variables for several groups.

by CĂ©dric Scherer

Read tutorial



Connection map


Checking where surfers travel using twitter harvested Data.

by Yan Holtz

Read tutorial

Related chart types


Violin
Density
Histogram
Boxplot
Ridgeline