The R Graph Gallery





Welcome the R graph gallery, a collection of charts made with the R programming language. Hundreds of charts are displayed in several sections, always with their reproducible code available. The gallery makes a focus on the tidyverse and ggplot2. Feel free to suggest a chart or report a bug; any feedback is highly welcome! Stay in touch with the gallery by following it on Twitter. Oh and if you want to get better at R, check my best tips and subscribe to the newsletter.


    The Largest Collection of R Chart Examples


    The R Graph Gallery boasts the most extensive compilation of R-generated graphs on the web.

    Featuring over 400 examples, our collection is meticulously organized into nearly 50 chart types, following the data-to-viz classification. Each example comes with reproducible code and a detailed explanation of its functionality.

    We begin each chart type with a foundational tutorial that outlines its core structure and purpose. Once you've grasped the basics, our step-by-step guides offer insights into elementary customizations. This ensures that your charts not only visualize data effectively but also resonate with your unique requirements.

    Distribution


    Violin
    Density
    Histogram
    Boxplot
    Ridgeline
    Beeswarm

    Correlation


    Scatter
    Heatmap
    Correlogram
    Bubble
    Connected scatter
    Density 2d

    Ranking


    Barplot
    Spider / Radar
    Wordcloud
    Parallel
    Lollipop
    Circular Barplot
    logo of a table
    Table

    Part of a whole


    Grouped and Stacked barplot
    Treemap
    Doughnut
    Pie chart
    Dendrogram
    Circular packing
    Waffle

    Evolution


    Line plot
    Area
    Stacked area
    Streamchart
    Time Series

    Map


    Map
    Choropleth
    Hexbin map
    Cartogram
    Connection
    Bubble map

    Flow


    Chord diagram
    Network
    Sankey
    Arc diagram
    Edge bundling

    General knowledge


    Ggplot2
    Animation
    Interactivity
    3D
    Caveats
    Data art
    Colors

    The Best R Charts


    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. 🔥


    Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R Clean line chart with inline labels made with R


    Check the best examples



    ❤️ 10 best R tricks ❤️

    👋 After crafting hundreds of R charts over 12 years, I've distilled my top 10 tips and tricks. Receive them via email! One insight per day for the next 10 days! 🔥