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awesome-r-dataviz

by krzjoa

awesome listRpushed over 4 years ago

Curated resources about Data Visualization, Drawing & Publishing in R

AI summary

Data Visualization Tools

A curated collection of R libraries and tools for data visualization, drawing, and publishing.

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What's in the list

240 links in 30 sections, with live GitHub stats.activeno commit in 2y

ggplot / Additional Plot Types

  • 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

  • corrgram

    A simple way to create correlograms from raw data or a correlation matrix

  • ggradar

    Radar charts with ggplot2

  • ggparty

    ggplot2 visualizations for the 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

  • patternplot

    Versatile Pie Charts, Bar Charts and Box Plots using Patterns, Colors and Images

  • 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

  • gghdr

    Tools for plotting highest density regions in the ggplot2

  • 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

  • marginsplot

    plot marginal effects and predicted values using the and

  • 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

  • ggbraid

    Braid two lines and a ribbon in ggplot2

ggplot / Themes

  • ggthemr

    Themes for ggplot2

  • 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

  • xkcd

    Graphs using the XKCD style (a webcomic of romance, sarcasm, math, and language)

  • ggrough

    Convert ggplot2 chart to roughjs

  • ggCorpIdent

    A package for ggplot2 graphics in corporate design with custom fonts, colors and logo

ggplot / Palettes 🎨

  • paletteer

    Collection of most color palettes in a single R package

  • 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

  • colorspace

    A toolbox for manipulating and assessing colors and palettes

  • 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

ggplot / 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

  • GeomMLBStadiums

    Geoms to draw MLB stadiums in ggplot2

  • ggpacman

    A and Version of Pac-Man

  • gglcd

    About Programmatic production of Liquid Crystal alignment diagrams

  • 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

ggplot / 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

  • geomtextpath

    Create curved text paths in ggplot2

  • ggpath

    Enables robust image grobs in panels and theme elements

ggplot / 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

ggplot / 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

ggplot / Miscellaneous

  • ggpmisc

    Miscellaneous Extensions to

  • 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

  • ggforce

    Accelerating ggplot2

  • 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

Interactive plots

  • 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

Network Visualization

  • 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

  • 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

  • mapextrud

    Build Extruded Maps in R

  • geofacet

    R package for geographical faceting with ggplot2

  • zonebuilder

    Divide geographic space into discrete chunks

Tables

  • 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

  • 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

Drawing & Rendering

  • magick

    Advanced Image-Processing in R

  • 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

  • rayfocus

    Add depth of field to images

  • 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

  • lattice

    High-level data visualization system inspired by Trellis graphics,

  • latticeExtra

    Extensions for lattice package

Learning / Tutorials

Learning / Books

Learning / How to...? / Create infographics in R

Learning / How to...?

Learning / How to...? / Fill area with an image

Learning / How to...?

Learning / How to...? / Create hex sticker

Learning / How to...?

Learning / Animations

Inspirations / Recreating Visualizations

Inspirations / Tidytuesday

Inspirations / 30 Days Map Challenge

Inspirations / Art

Inspirations / Other

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