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awesome-r-dataviz

Curated resources about Data Visualization, Drawing & Publishing in R
https://github.com/krzjoa/awesome-r-dataviz

Last synced: 5 days ago
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ggplot
- Additional Plot Types
  - patternplot - Versatile Pie Charts, Bar Charts and Box Plots using Patterns, Colors and Images. [[Vignette]](https://cran.rstudio.com/web/packages/patternplot/vignettes/patternplot-intro.html)
  - gghdr - Tools for plotting highest density regions in the ggplot2.
  - marginsplot - plot marginal effects and predicted values using the `margins` and `ggplot2`.
  - ggrgl - 3d extension to ggplot.
  - waffle - Make waffle (square pie) charts in R.
  - ggridges - Geoms to make ridgeline plots with ggplot2.
  - ggchicklet - Create Chicklet (Rounded Segmented Column) Charts.
  - ggdendro - Tools to extract dendrogram plot data for use with ggplot.
  - ggcorrplot - Visualization of a correlation matrix using ggplot2. [[Tutorial]](http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2)
  - corrgram - A simple way to create correlograms from raw data or a correlation matrix.
  - ggradar - Radar charts with ggplot2 .
  - ggparty - ggplot2 visualizations for the [partykit](http://partykit.r-forge.r-project.org/partykit/) package.
  - ggmosaic - Mosaicplots in the ggplot2 framework.
  - ggbeeswarm - Column scatter / beeswarm-style plots in ggplot2.
  - ggvoronoi - Easy Voronoi diagram heatmaps with ggplot2.
  - ggTimeSeries - Taking time series visualisations beyond line charts.
  - ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots.
  - UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al.
  - complex-upset - A library for creating complex UpSet plots with ggplot2 geoms.
  - ggstance - Horizontal ggplot2 components.
  - ggthreed - 3d geoms and stats for ggplot.
  - gggibbous - Moon charts, a pie chart alternative, for ggplot2.
  - ggweekly - Easy, printable, custom calendars and week planners.
  - ggpointdensity - Cross Between a Scatter Plot and a 2D Density Plot.
  - ggstraw - geom_straw for ggplot2.
  - ggVennDiagram - A 'ggplot2' implement of Venn Diagram.
  - ggblur - Blurry Point Geom for ggplot2.
  - ggbump - A geom for ggplot to create bump plots.
  - ggimg - The Missing Image Primative for ggplot2.
  - ggpattern - ggplot geoms with pattern fills.
  - ggfreehand - Add freehand circles to ggplot2 graphs.
  - ganttrify - Create beautiful Gantt charts with ggplot2.
  - ggstream - A package to make streamplots.
  - bulletchartr - Builds bullet charts suitable for tracking KPIs.
  - treemapify - Draw treemaps in ggplot2.
  - ggborderline - Make line plots that *pop*.
  - ggbraid - Braid two lines and a ribbon in ggplot2.
- Themes
  - ggthemr - Themes for ggplot2.
  - xkcd - Graphs using the XKCD style (a webcomic of romance, sarcasm, math, and language). [[Tutorial]](https://github.com/cran/xkcd/blob/master/inst/doc/xkcd-intro.pdf)
  - ggthemes - Additional themes, scales, and geoms for ggplot2.
  - ggpomological - Pomological plot theme for ggplot2 .
  - ggtech - ggplot2 tech themes, scales, and geoms .
  - hrbrthemes - Opinionated, typographic-centric ggplot2 themes and theme components.
  - vapoRwave - Vaporwave themes and color palettes for ggplot2.
  - tvthemes - ggplot2 themes and palettes based on your favorite TV shows.
  - Rokemon - Pokemon themed R package.
  - visibly - Functions related to R visualizations.
  - ggrough - Convert ggplot2 chart to roughjs.
  - ggCorpIdent - A package for ggplot2 graphics in corporate design with custom fonts, colors and logo. [[Tutorial]](https://www.inwt-statistics.com/read-blog/ggcorpident.html)
- Palettes 🎨
  - colorspace - A toolbox for manipulating and assessing colors and palettes.
  - randomcoloR - An R package for generating attractive and distinctive colors.
  - fishualize - Color scales based on nature’s most stunning and colorful organisms: teleost fishes.
  - harrypotter - A Harry Potter inspired palette for R.
  - wesanderson - A Wes Anderson color palette for R.
  - nationalparkcolors - R package for color themes inspired by national parks.
  - dutchmasters - Colour palettes derived from famous paintings by 17th century Dutch masters.
  - pals - Color Palettes and Palette Evaluation Tools.
  - jcolors - A set of color palettes I like (or can at least tolerate).
  - shades - Simple colour manipulation in R. [[Tutorial]](https://hughjonesd.github.io/tweaking-colours-with-the-shades-package.html)
  - tinter - Get tints and shades (and both) of a colour.
  - colormind - Generate Color Palettes With AI (using colormind.io palette generator).
  - farver - High Performance Colourspace Manipulation in R.
  - tricolore - A flexible color scale for ternary compositions.
  - colorfindr - Extracts colors from various image types, plots treemaps and 3D scatterplots.
  - paletteer - Collection of most color palettes in a single R package.
- Domain-specific
  - ggparliament - Simple parliament plots using ggplot2.
  - ggsoccer - Plot soccer event data in R/ggplot2.
  - soccermatics - Tools for visualisation and analysis of soccer tracking and event data.
  - gganatogram - Create anatograms using ggplot2.
  - rchess - Chess package for R.
  - brickr - 3D LEGO models and mosaics from images using R and tidyverse.
  - desplot - Functions for plotting experimental designs of field trials in agriculture.
  - kinship2 - Pedigree creation, plotting, and analytics. [[Vignette]](https://cran.r-project.org/web/packages/kinship2/vignettes/pedigree.html)
  - GeomMLBStadiums - Geoms to draw MLB stadiums in ggplot2.
  - ggpacman - A `ggplot2` and `gganimate` Version of Pac-Man.
  - gglcd - About
  - econocharts - Microeconomic graphs in ggplot2.
  - sportyR - R package for drawing regulation playing surfaces for several sports.
  - treeheatr - Heatmap-integrated Decision Tree Visualizations.
  - gggenes - Draw gene arrow maps in ggplot2.
  - ggseqplot - R library for visualizing (social science) sequence data using ggplot2.
- Devices
  - Cairo - Graphics device using cairographics library for creating bitmap images or output.
  - devout - Write R graphics output devices in plain R.
  - devoutsvg - Bespoke SVG graphics output device with pattern fill support.
  - devoutpdf - A hand-crafted PDF graphics output device written in plain R.
  - devoutaudio - An R graphics device which renders to audio.
  - devoid - A Graphic Device That Does Nothing (suitable for benchmarking functions).
  - devoutrgl - R graphics device to render to {rgl}.
  - ragg - AGG provides both higher performance and higher quality than the standard raster devices provided by grDevices.
- Miscellaneous
  - ggpmisc - Miscellaneous Extensions to `ggplot2`.
  - ggExtra - Marginal histograms to ggplot2, and more ggplot2 enhancements.
  - ggreverse - Reverse a ggplot object back into code.
  - datalegreyar - The typeface that melts text and data visualisation for R markdown.
  - dbplot - Simplifies plotting of database and sparklyr data.
  - ggalt - Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'.
  - ggpubr - 'ggplot2' Based Publication Ready Plots.
  - patchwork - The Composer of ggplots.
  - ggally - R package that extends ggplot2. [[Tutorial]](http://www.sthda.com/english/wiki/ggally-r-package-extension-to-ggplot2-for-correlation-matrix-and-survival-plots-r-software-and-data-visualization)
  - ggforce - Accelerating ggplot2. [[Tutorial 1]](https://www.data-imaginist.com/2019/the-ggforce-awakens-again/) [[Tutorial 2]](https://rviews.rstudio.com/2019/09/19/intro-to-ggforce/)
  - gghighlight - Highlight points and lines in ggplot2.
  - ggnomics - A small project to add ggplot2 extensions.
  - facetscales - facet_grid with different scales per facet.
  - ggflags - flag geom for ggplot2.
  - ggecho - ggplot2 stat for echoing data.
  - ggfx - Filters and Shaders for 'ggplot2'.
  - ggboy - Simulating Game Boy DMG-01 graphics.
  - ggframe - data frames that print as ggplots.
  - ggwrap - Wrap ggplot2 plots over multiple rows.
  - ggsvg - Use SVG images as ggplot points.
  - ggblend - Support for blend modes in ggplot2.
  - easyalluvial - Create alluvial plots with a single line of code.
  - parcats - htmlwidget that creates plotly parallel categories diagrams from easyalluvial plots.
- Text
  - ggtext - Improved text rendering support for ggplot2.
  - ggfittext - ggplot2 geoms to fit text into boxes.
  - wordcloud2 - R interface to wordcloud for data visualization.
  - ggrepel - Repel overlapping text labels away from each other.
  - shadowtext - Shadow Text Grob and Layer. [[Vignette]](https://cran.r-project.org/web/packages/shadowtext/vignettes/shadowtext.html)
  - geomtextpath - Create curved text paths in ggplot2.
  - ggpath - Enables robust image grobs in panels and theme elements.
- Animations
  - gganimate - A Grammar of Animated Graphics.
  - animation - A gallery of animations in statistics and utilities to create animations.
  - tweenr - A package for interpolating data, mainly for animations.
  - transformr - Smooth Polygon Transformations.
Interactive plots
- Miscellaneous
  - plotly - An interactive graphing library for R.
  - rbokeh - R interface to Bokeh.
  - ggiraph - Make 'ggplot' graphics interactive.
  - highcharter - R wrapper for highcharts based on htmlwidgets.
  - dygraphs - R interface to dygraphs.
  - rCharts - Interactive JS Charts from R.
  - billboarder - R Htmlwidget for billboard.js.
  - scatterD3 - R scatter plot htmlwidget based on D3.js.
  - trelliscopejs - TrelliscopeJS R Package.
  - googleVis - Interface between R and the Google Chart Tools.
Drawing & Rendering
- Miscellaneous
  - rayfocus - Add depth of field to images.
  - magick - Advanced Image-Processing in R. [[Tutorial]](https://cran.r-project.org/web/packages/magick/vignettes/intro.html)
  - bunny - Useful helper functions for working with magick.
  - threed - Three-Dimensional Object Transformations.
  - svgpatternusgs - SVG patterns from the U.S. Geological Survey for use within R.
  - ggtextures - Drawing textured rectangles and bars with ggplot.
  - isocubes - An isometric rendering canvas with cubes as the only graphics primitive.
  - rayshader - R Package for 2D and 3D mapping and data visualization.
  - rayrender - A raytracer for R. Based on Peter Shirley's "Ray Tracing in One Weekend" book series.
  - rayshaderanimate - Animate GPX data on a 3D map.
  - raytrix - Provides a spatial framework and convenience functions for acessing and translating spatial data.
  - rayvista - An R plugin for {rayshader} to view a 3D vista anywhere on earth.
Others
- Miscellaneous
  - latticeExtra - Extensions for lattice package.
  - lattice - High-level data visualization system inspired by Trellis graphics,.
Learning
Inspirations
- Recreating Visualizations
- 30 Days Map Challenge
  - by Matt Malishev
- Art
  - Fronkonstin
- R Plot Gallery
- Other
  - Data Sketch - Many inspiring data visualizations.
  - Recapping radials
  - Beautiful Visualizations from Reddit’s DataViz Battle Competition
  - Timelines and Visual Histories - Historical visualizations.
  - FlowingData - Data Visualizaion ideas and tutorials, i.a. using R.
  - MakeoverMonday - Data Visualization weekly learning (mostly using Tableau).
Network Visualization
- Miscellaneous
  - geomnet - Network Visualization in the ggplot2 Framework.
  - graphlayouts - New layout algorithms for network visualizations in R.
  - visNetwork - R package, using vis.js library for network visualization.
  - ggraph - Grammar of Graph Graphics.
  - ggdag - An R package for working with causal directed acyclic graphs (DAGs).
Spatial Visualization
- Miscellaneous
  - ggmap - A package for plotting maps in R with ggplot2.
  - tmap - R package for thematic maps.
  - leaflet - R Interface to Leaflet Maps.
  - globe4r - Interactive globe visualisations.
  - urbnmapr - State and county maps with Alaska and Hawaii.
  - cartography - Thematic Cartography. [[Vignette]](https://cran.r-project.org/web/packages/cartography/vignettes/cartography.html)
  - mapextrud - Build Extruded Maps in R.
  - geofacet - R package for geographical faceting with ggplot2.
  - zonebuilder - Divide geographic space into discrete chunks.
Tables
- Miscellaneous
  - formattable - Formattable Data Structures.
  - kableExtra - Construct Complex Table with knitr::kable() + pipe.
  - gt - Easily generate information-rich, publication-quality tables from R.
  - DT - R Interface to the jQuery Plug-in DataTables.
  - mmtable2 - Allows you to create and combine tables with a ggplot2/patchwork syntax.
Publishing
- Miscellaneous
  - blogdown - Create Blogs and Websites with R Markdown.
  - bookdown - Authoring Books and Technical Documents with R Markdown.
  - posterdown - Use RMarkdown to generate PDF Conference Posters via HTML.

Programming Languages

R 128 HTML 12 JavaScript 9 C++ 3 C 1 Jupyter Notebook 1

Ecosyste.ms: Awesome

awesome-r-dataviz

ggplot

Additional Plot Types

Themes

Palettes 🎨

Domain-specific

Devices

Miscellaneous

Text

Animations

Interactive plots

Miscellaneous

Drawing & Rendering

Miscellaneous

Others

Miscellaneous

Learning

Tutorials

Books

How to...?

Animations

Inspirations

Recreating Visualizations

30 Days Map Challenge

Art

R Plot Gallery

Other

Network Visualization

Miscellaneous

Spatial Visualization

Miscellaneous

Tables

Miscellaneous

Publishing

Miscellaneous