Awesome Lists

awesome-ggplot2

by erikgahner

awesome listpushed almost 2 years ago

A curated list of awesome ggplot2 tutorials, packages etc.

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Data Visualization Toolkit

A curated list of tutorials, packages, and resources for using ggplot2 for data visualization

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What's in the list

556 links in 23 sections, with live GitHub stats.activeno commit in 2y

General

General / Official website

General

Persons (Webpage + Mastodon)

Plot layers

  • biscale

    { }: Bivariate Mapping with ggplot2

  • calendR

    { }: Fully customizable ready to print monthly and yearly calendars made with ggplot2

  • complex-upset

    { }: A library for creating complex UpSet plots with ggplot2 geoms

  • corrmorant

    { }: R package for flexible correlation matrices based on ggplot2

  • dbplot

    { }: Simplifies plotting of database and sparklyr data

  • directlabels

    { }: Direct labels for multicolor plots in lattice or ggplot2

  • donutsk

    { }: Construct Advanced Donut Charts

  • easyalluvial

    { }: Create alluvial plots with a single line of code

  • econocharts

    { }: Economics charts in R using ggplot2

  • effectclass

    { }: Display uncertainty and effect classification with ggplot2 or plotly

  • ezplot

    { }: Functions for Common Chart Types

  • flowmapper

    { }: Draw flows (migration, goods, money, information) on ggplots

  • ganttrify

    { }: Create beautiful Gantt charts with ggplot2

  • geomtextpath

    { }: Create curved text paths in ggplot2

  • gg1d

    { }: Exploratory Data Analysis using Tiled One-Dimensional Graphics

  • ggalignment

    { }: R package for creating D&D alignment charts

  • ggalluvial

    { }: ggplot2 extension for alluvial plots

  • ggalt

    { }: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'

  • ggambit

    { }: Visualise FEN chess positions with ggplot2

  • gganatogram

    { }: Create anatograms using ggplot2

  • ggarchery

    { }: Flexible segment geoms with arrows for ggplot2

  • ggarrow

    { }: ggplot2 extension: more options for drawing arrows

  • ggasym

    { }: Plots three different color schemes on the top-left and bottom-right triangles and the diagonal of a symmetric matrix

  • ggbeeswarm

    { }: Column scatter / beeswarm-style plots in ggplot2

  • ggblanket

    { }: Simplify ggplot2 visualisation

  • ggblend

    { }: Support for blend modes in ggplot2

  • ggblur

    { }: Blurry Point Geom for ggplot2

  • ggborderline

    { }: Provides a set of geoms to make line plots a little bit nicer

  • ggbrace

    { }: Curly Braces for 'ggplot2'

  • ggbraid

    { }: Braid two lines and a ribbon in ggplot2

  • ggbrain

    { }: R package for creating plots of brains using ggplot

  • ggbrick

    { }: A brick like geom for ggplot2

  • ggbump

    { }: A geom for ggplot to create bump plots

  • ggcalendar

    { }: x and y position as days in month

  • ggcats

    { }: The geom you always wished for adding cats to ggplot2

  • ggchicklet

    { }: Create Chicklet (Rounded Segmented Column) Charts

  • ggcleveland

    { }: Implementation of plots from Cleveland's Visualizing Data book in ggplot2

  • ggconsort

    { }: An R package for creating CONSORT diagrams with ggplot

  • ggcorrplot

    { }: Visualization of a correlation matrix using ggplot2

  • ggcorr

    { }: Correlation matrixes with ggplot2

  • ggcorset

    { }: Introducing corset plots

  • ggpcp

    { }: Parallel Coordinate Plots in the 'ggplot2' Framework

  • ggdemetra

    { }: ggplot2 extension for seasonal and trading day adjustment with RJDemetra

  • ggdensity

    { }: An R package for interpretable visualizations of density estimates

  • ggeconodist

    { }: Create Diminutive Distribution Charts

  • ggdag

    { }: An R Package for visualizing and analyzing causal directed acyclic graphs

  • ggdaynight

    { }: Add Day/Night Patterns to ggplot2 Plots

  • ggdirectlabel

    { }: Make it easier to directly label ggplot2 charts

  • ggdist

    { }: Visualizations of distributions and uncertainty

  • ggDoubleHeat

    { }: A heatmap-like visualization tool

  • ggExtra

    { }: Add marginal histograms to ggplot2, and more ggplot2 enhancements

  • ggfacto

    { }: Graphs for correspondence analysis

  • ggflowchart

    { }: R package for producing flowcharts using ggplot2

  • ggfreehand

    { }: Add freehand circles to ggplot2 graphs

  • ggfun

    { }: Miscellaneous Functions for 'ggplot2'

  • gggenes

    { }: Draw gene arrow maps in ggplot2

  • gggenomes

    { }: A grammar of graphics for comparative genomics

  • gggibbous

    { }: Moon charts, a pie chart alternative, for ggplot2

  • gghalves

    { }: Easy half-half geoms in ggplot2

  • gghdr

    { }: Plots of highest density regions (HDR) for ggplot2

  • gghilbertstrings

    { }: Create Hilbert curves in ggplot2

  • ggHoriPlot

    { }: build horizon plots in ggplot2

  • ggimg

    { }: Graphics Layers for Plotting Image Data with ggplot2

  • ggkeyboard

    { }: Make a keyboard using ggplot2

  • ggmacc

    { }: R package repository for building marginal abatement cost curves with ggplot2

  • ggmosaic

    { }: Mosaicplots in the ggplot2 framework

  • ggmsa

    { }: a visual exploration tool for multiple sequence alignment and associated data

  • ggmulti

    { }: Package for adding some multivariate visualizations to ggplot2

  • ggnormalviolin

    { }: Makes normal violin plots with specified means and standard deviations

  • ggonion

    { }: R package for drawing onion diagrams via ggplot2

  • ggordiplots

    { }: Make ggplot Versions of Vegan's Ordiplots

  • ggpackets

    { }: Cleaner composition of ggplot layers

  • ggparliament

    { }: Simple parliament plots using ggplot2

  • ggpercentogram

    { }: Create equal-area histograms with 'ggplot2'

  • ggpie

    { }: Create pie charts using ggplot2

  • ggPlantmap

    { }: Generate ggplot maps from plant images

  • ggplateplot

    { }: make plots resembling cell culture microwell plates

  • ggpointdensity

    { }: A Cross Between a Scatter Plot and a 2D Density Plot

  • ggpointgrid

    { }: Rearrange scatter plot points on a regular grid

  • ggpointless

    { }: A point layer to emphasize some observations

  • ggpolar

    { }: Dots and Their Connections in Polar Coordinate System

  • ggsankeyfier

    { }: Create Sankey and Alluvial Diagrams Using ggplot2

  • ggsector

    { }: Use R language to draw sector

  • ggseqlogo

    { }: Generating publication-ready sequence logos in R using ggseqlogo

  • ggshadow

    { }: Shadow Geoms for ggplot2

  • ggshakeR

    { }: An analysis and visualization R package that works with publicly available soccer data

  • ggsoccer

    { }: Plot soccer event data in R/ggplot2

  • ggspectra

    { }: Plotting spectra with ggplot2

  • ggstamp

    { }: stamp_* as an API for annotation layers

  • ggstance

    { }: Horizontal ggplot2 components

  • ggpage

    { }: Creates Page Layout Visualizations in R

  • ggparallel

    { }: R package for creating hammock plots and parallel sets plots using the ggplot2 framework

  • ggperiodic

    { }: Easy plotting of periodic data with ggplot2

  • ggplate

    { }: Create Layout Plots of Biological Culture Plates and Microplates

  • ggpol

    { }: Parliament diagrams and more for ggplot2

  • ggpolypath

    { }: Polygons with holes for ggplot2

  • ggpp

    { }: Grammar of graphics extensions to 'ggplot2'

  • ggpubr

    { }: 'ggplot2' Based Publication Ready Plots

  • ggquiver

    { }: R package for quiver plots in 'ggplot2'

  • ggqr

    { }: ggplot2 geom for QR codes

  • ggradar

    { }: radar charts with ggplot2

  • ggrain

    { }: Make beautiful Raincloud plots in R

  • ggraph

    { }: A grammar of graphics for relational data

  • ggrastr

    { }: Raster geoms for ggplot2

  • ggrepel

    { }: Repel overlapping text labels away from each other

  • ggreverse

    { }: Reverse a ggplot object back into code

  • ggrgl

    { }: 3D Graphics Using the Grammar of Graphics

  • ggridges

    { }: Ridgeline plots in ggplot2

  • ggrounded

    { }: Rounded Bar Plots

  • ggsankey

    { }: The goal of ggsankey is to make beautiful sankey, alluvial and sankey bump plots in ggplot2

  • ggsc

    { }: Visualizing single cell data

  • ggScatRidges

    { }: Scatter Plot Combined with Ridgelines in 'ggplot2'

  • ggscidca

    { }: Plotting Decision Curve Analysis with Coloured Bars

  • ggseqplot

    { }: Render Sequence Plots using 'ggplot2'

  • ggside

    { }: ggplot2 extension allowing for plotting various geometries as side panels

  • ggsignif

    { }: Easily add significance brackets to your ggplots

  • ggsolar

    { }: Generate "solar system" plots with {ggplot2}

  • ggspark

    { }: ggplot2 Functions to Create Tufte Style Sparklines

  • ggstraw

    { }: geom_straw for ggplot2

  • ggstream

    { }: A package to make streamplots

  • ggsvg

    { }: Use SVG images as ggplot points

  • ggtda

    { }: ggplot2 extension to visualize persistent homology

  • ggtern

    { }: An extension to ggplot2, for the creation of ternary diagrams

  • ggtikz

    { }: Add TikZ annotations with absolute data or relative plot coordinates to ggplots

  • ggthreed

    { }: 3d geoms and stats for ggplot

  • ggtree

    { }: Visualization and annotation of phylogenetic trees

  • ggtrendline

    { }: An R Package for Adding Trendline and Confidence Interval to "ggplot"

  • ggtricks

    { }: Create Sector and Other Charts Easily Using Grammar of Graphics

  • ggvenn

    { }: Venn Diagram by ggplot2, with really easy-to-use API

  • ggVennDiagram

    { }: A 'ggplot2' implement of Venn Diagram

  • ggvolcano

    { }: Publication-Ready Volcano Plots

  • ggvoronoi

    { }: Easy Voronoi diagram heatmaps with ggplot2

  • ggvwline

    { }: Layer functions for drawing variable-width curves

  • ggwaffle

    { }: Creating waffle charts in a ggplot friendly way

  • ggweekly

    { }: Easy, printable, custom calendars and week planners

  • ggwordcloud

    { }: A word cloud geom for ggplot2

  • ggxmean

    { }: Put a vertical line at the mean of x w/ geom_xmean() and do other stuff

  • jjPlot

    { }: funny geom/stat functions for visualization

  • likert

    { }: Analysis and Visualization Likert Items

  • linkET

    { }: Toolbox for heatmap and mantel test plot

  • parttree

    { }: Simple package for plotting decision tree partitions in R

  • patternplot

    { }: Versatile Pie Charts, Ring Charts, Bar Charts and Box Plots using Patterns, Colors and Images

  • plotcli

    { }: Convert ggplot2 objects to colored terminal plots

  • plotthis

    { }: High-Level Plotting Built Upon 'ggplot2' and Other Plotting Packages

  • scatterbar

    { }: Scattered Stacked Bar Chart Plots

  • scattermore

    { }: very fast scatterplots for R

  • see

    { }: Visualisation toolbox for beautiful and publication-ready figures

  • shadowtext

    { }: shadow text for grid and ggplot2

  • smplot2

    { }: Create and annotate composite plots in R and ggplot2

  • superheat

    { }: An R package for generating beautiful and customizable heatmaps

  • swimplot

    { }: Tools for Creating Swimmers Plots using 'ggplot2'

  • tidyplots

    { }: Tidy Plots for Scientific Papers

  • treemapify

    { }: Draw treemaps in ggplot2

  • visdat

    { }: Preliminary Exploratory Visualisation of Data

  • waffle

    { }: Make waffle (square pie) charts in R

  • waterfalls

    { }: R package to create waterfall charts

  • WVPlots

    { }: Pre-packaged plots in R

Themes and aesthetics

  • add2ggplot

    { }: Add more themes for your ggplot object

  • afcharts

    { }: Produce Charts Following UK Government Analysis Function Guidance

  • amerika

    { }: An American politics-inspired color palette generator

  • bbplot

    { }: R package that helps create and export ggplot2 charts in the style used by the BBC News data team

  • blueycolors

    { }: Provides bluey-inspired color palettes and ggplot2 scales

  • ButterflyColors

    { }: Color palette for data visualization based on butterfly species

  • colorBlindnessSafe

    { }: Color Set for Color Blindness

  • cols4all

    { }: Colors for all (R package)

  • cyberpunk

    { }: A function to create cyberpunk-style graphs with R based on ggplot2

  • darknerdthemes

    { }: Dark ggplots themes for nerds

  • DOYPAColors

    { }: Don't Overthink Your Palette of Colors

  • duke

    { }: Creating a Color-Blind Friendly Duke Color Package

  • dutchmasters

    { }: R package with colour palettes derived from famous paintings by 17th century Dutch masers

  • tricolore

    { }: A flexible color scale for ternary compositions

  • gameofthrones

    { }: Game of Thrones inspired palette for R

  • ggdc

    { }: Datacamp Themes for ggplot2

  • ggcharts

    { }: Get You to Your Desired Plot Faster

  • ggcute

    { }: Cute things for ggplot2

  • ggdark

    { }: Dark mode for ggplot2 themes

  • ggDracula

    { }: Dracula for ggplot2

  • ggchromatic

    { }: Colour and fill scales for 'ggplot2' using colour spaces

  • ggCyberPunk

    { }: Working on creating a similar cyberpunk geom for ggplot

  • ggeasy

    { }: Easy Access to 'ggplot2' Commands

  • ggedit

    { }: Interactively edit ggplot layer aesthetics and theme definitions

  • ggfittext

    { }: ggplot2 geoms to fit text into boxes

  • ggfx

    { }: ggfx is a (currently experimantal) package that allows the use of various filters and shaders on ggplot2 layers

  • ggGenshin

    { }: a collection of Genshin-styled color schemes

  • gghdx

    { }: HDX Theme, Scales, and Other Conveniences for 'ggplot2'

  • gglaplot

    { }: Makes graphics in the GLA style using ggplot2

  • gglgbtq

    { }: Provides multiple palettes based on pride flags with tailored themes

  • ggnewscale

    { }: Multiple Fill and Color Scales in 'ggplot2'

  • ggnuplot

    { }: Make your ggplots look like gnuplots

  • ggokabeito

    { }: Colorblind-friendly, qualitative Okabe-Ito Scales for ggplot2 and ggraph

  • ggpomological

    { }: Pomological plot theme for ggplot2

  • ggprism

    { }: ggplot2 extension inspired by GraphPad Prism

  • ggrough

    { }: Convert ggplot2 chart to roughjs

  • ggRtsy

    { }: Add Some Van Gogh Colors and Overlay Colors on Your 'ggplot()'

  • ggsci

    { }: Scientific journal and sci-fi themed color palettes for ggplot2

  • ggseg

    { }: Plotting tool for brain atlases, in ggplot

  • ggstar

    { }: Star layer for ggplot2

  • ggtea

    { }: Palettes and Themes for 'ggplot2'

  • ggtech

    { }: ggplot2 tech themes, scales, and geoms

  • ggtext

    { }: Improved text rendering support for ggplot2

  • ggtextures

    { }: Drawing textured rectangles and bars with ggplot

  • ggthemes

    { }: Additional themes, scales, and geoms for ggplot2

  • ggthemeUL

    { }: A 'ggplot' Theme for University of Ljubljana

  • ggthemr

    { }: Themes for ggplot2

  • ggx

    { }: Translate natural language commands into ggplot commands

  • harrypotter

    { }: Harry Potter inspired palette for R

  • hrbrthemes

    { }: Opinionated, typographic-centric ggplot2 themes and theme components

  • INBOtheme

    { }: Corporate identity theme for the Research Institute for Nature and Forest (INBO)

  • jcolors

    { }: Colors Palettes for R and 'ggplot2', Additional Themes for 'ggplot2'

  • LaCroixColoR

    { }: LaCroix Color Palettes for R

  • lemon

    ( ): Freshing up your ggplots

  • mdthemes

    { }: Markdown Themes for 'ggplot2'

  • MetBrewer

    { }: Color palette package in R inspired by works at the Metropolitan Museum of Art in New York

  • MexBrewer

    { }: Color Palettes Inspired by Works Mexican Muralists

  • mexicolors

    { }: A Mexican politics-inspired color palette generator

  • MoMAColors

    { }: Color Schemes based around artwork and the Museum of Modern Art

  • monochromeR

    { }: A package for creating monochrome colour palettes and easily converting rgba values to hex codes

  • NatParksPalettes

    { }: Color palette package inspired by National Parks

  • nord

    { }: Northern-themed Color palettes

  • onsvplot

    { }: National Road Safety Observatory (ONSV) Style for 'ggplot2' Graphics

  • paletteer

    { }: Collection of most color palettes in a single R package

  • pilot

    { }: A minimal ggplot2 theme with an accessible discrete color palette

  • peRReo

    { }: R color palettes inspired by reggaeton and latin albums

  • PrettyCols

    { }: R package containing pretty colour palettes

  • rcartocolor

    { }: Implementation of the CARTOcolor palettes in R

  • Rdune

    { }: Creates color palettes inspired by "Dune"

  • rockthemes

    { }: R colour palettes based on classic rock albums and some other ones

  • savonliquide

    { }: Check for Color Contrast Accessibility in R

  • scico

    { }: Palettes for R based on the Scientific Colour-Maps

  • soilpalettes

    { }: R color palettes inspired by soil profiles

  • stevethemes

    { }: Steve’s ggplot2 Themes and Related Theme Elements

  • tgamtheme

    { }: Globe and Mail Graphics Theme for 'ggplot2'

  • thematic

    { }: Unified and automatic theming of ggplot2, lattice, and base R graphics

  • ThemePark

    { }: Fun ggplot themes for popular culture

  • tinythemes

    { }: Lightweight Repackaging of 'Themes' for 'ggplot2'

  • trekcolors

    { }: Strak Trek color palettes

  • tvthemes

    { }: ggplot2 themes and palettes based on your favorite TV shows

  • unhcrthemes

    { }: UNHCR branded theme for ggplot2 and data visualization colour palettes

  • unicol

    { }: The colors of your university

  • urbnthemes

    { }: Urban Institute's ggplot2 theme and tools

  • viridis

    { }: Colorblind-Friendly Color Maps for R

  • wesanderson

    { }: A Wes Anderson color palette for R

  • wsjplot

    { }: Style Time Series Plots Like the Wall Street Journal

Presentation, composition and scales

  • aplot

    { }: Decorate a plot with associated information

  • camcorder

    { }: Record plots generated during an R session and replay as a gif!

  • cowplot

    { }: Streamlined Plot Theme and Plot Annotations for ggplot2

  • egg

    { }: (fragile) extensions for ggplot2

  • facetious

    { }: Home to some alternate facetting for ggplot2

  • facetscales

    { }: facet_grid with different scales per facet

  • figpatch

    { }: Easily Arrange Images with Patchwork Alongside ggplot2 Figures

  • geofacet

    { }: R package for geographical faceting with ggplot2

  • ggalign

    { }: A 'ggplot2' Extension for Consistent Axis Alignment

  • gganimate

    { }: A Grammar of Animated Graphics

  • ggannotate

    { }: Interactively annotate ggplots

  • ggbillboard

    { }: A package to fill vacant ggplot2 facets with images

  • ggbreak

    { }: Set Axis Break for 'ggplot2'

  • ggcolormeter

    { }: A ggplot2 color/fill legend guide extension in the style of a dashboard meter

  • ggfigdone

    { }: Manage ggplot figures using ggfigdone

  • ggfocus

    { }: A 'ggplot2' extension that provides tools for automatically creating scales to focus on subgroups

  • ggforce

    { }: Accelerating ggplot2

  • ggformula

    { }: Provides a formula interface to 'ggplot2' graphics

  • gggrid

    { }: Accessing 'grid' from 'ggplot2'

  • ggh4x

    { }: ggplot extension: options for tailored facets, multiple colourscales and miscellaneous

  • gghighlight

    { }: Highlight points and lines in ggplot2

  • gglabeller

    { }: Shiny gadget for labeling points on ggplot

  • gglogger

    { }: Track 'ggplot2' Calls

  • ggmagnify

    { }: Create a magnified inset of part of a ggplot object

  • ggNestedBarChart

    { }: An easier way to create nested, grouped, heirarchical bar charts with ggplot2

  • ggplotify

    { }: Convert plot to grob and ggplot object

  • ggProfessional

    { }: Manage ggplot themes, colors, logos and exporting

  • ggragged

    { }: Ragged Grids for ggplot2

  • ggreveal

    { }: Reveal a 'ggplot' Incrementally

  • ggtibble

    { }: Create tibbles and lists of ggplot figures that can be modified as easily as regular ggplot figures

  • ggtrace

    { }: Programmatically inspect, debug, and manipulate ggproto methods

  • ggtrack

    { }: Add tracking banner to plots

  • ggupset

    { }: Combination matrix axis for 'ggplot2' to create 'UpSet' plots

  • ggview

    { }: Ggplot picture previewer

  • gtable

    { }: The layout packages that powers ggplot2

  • jjAnno

    { }: An annotation package for ggplot plot

  • legendry

    { }: Extended Legends and Axes for 'ggplot2'

  • pagenum

    { }: Add page number to R graphics

  • patchwork

    { }: The Composer of ggplots

  • relayer

    { }: Rethinking layers in ggplot2

  • scales

    { }: Tools for ggplot2 scales

  • showtext

    { }: Using Fonts More Easily in R Graphs

  • tagger

    { }: Add tags to ggplot2 facets

Interactive

  • ggiraph

    { }: Make 'ggplot' Graphics Interactive

  • ggtips

    { }: Adds interactive tooltip boxes to ggplots (standalone or rendered in Shiny)

  • plotly

    { }: An interactive graphing library for R

Network

  • geomnet

    { }: Network visualization in the ggplot2 framework

  • ggnet

    { }: Network visualization with ggplot2

  • ggnetwork

    { }: Geoms to plot networks with ggplot2

  • ggtangle

    { }: Draw Network with Data

  • graphlayouts

    { }: New layout algorithms for network visualizations in R

  • qgraph

    { }: Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation

Spatial

  • bertin

    { }: Transform choropleth maps into valued points

  • eumaps

    { }: An R package that provides easy-to-use tools for making professional-quality choropleth maps of the European Union (EU)

  • ggautomap

    { }: Create ggplot maps from a column of place names

  • ggcounty

    { }: Generate ggplot2 geom_map county maps

  • ggfields

    { }: Add vector fields layers to ggplots

  • ggmap

    { }: A package for plotting maps in R with ggplot2

  • ggmapinset

    { }: Add zoomed inset panels to your ggplot maps

  • ggOceanMaps

    { }: Plot oceanographic research data on maps using ggplot2

  • ggredist

    { }: Scales, Geometries, and Extensions of 'ggplot2' for Election Mapping

  • ggsflabel

    { }: Labels for 'sf' with 'ggplot2'

  • ggsn

    { }: R package to add north symbols and scale bars to maps created with ggplot or ggmap

  • ggspatial

    { }: Enhancing spatial visualization in ggplot2

  • ggswissmaps

    { }: Offers Various Swiss Maps as Data Frames and 'ggplot2' Objects

  • layer

    { }: Create stacked tilted maps

  • mapSpain

    { }: Administrative Boundaries of Spain

  • metR

    { }: Tools for Easier Analysis of Meteorological Fields

  • mxmaps

    { }: An R package for making maps of Mexico

  • ozmaps

    { }: Australian maps

  • plotDK

    { }: Plot Summary Statistics as Choropleth Maps of Danish Administrative Areas

  • rayshader

    { }: R Package for 2D and 3D mapping and data visualization

  • starBliss

    { }: Create beautiful, print quality maps of the night sky in R

  • stars

    { }: Spatiotemporal Arrays, Raster and Vector Data Cubes

  • sugarbag

    { }: An R package to create tessellated hexagon maps of Australia

  • sugarglider

    { }: Create Glyph-Maps of Spatiotemporal Data

  • tidyterra

    { }: tidyverse and ggplot2 methods for terra spatial objects

  • urbnmapr

    { }: US state and county maps with Alaska and Hawaii

Time

  • deeptime

    { }: Plotting Tools for Anyone Working in Deep Time

  • ggsurvfit

    { }: Easy and Flexible Time-To-Event Figures

  • ggTimeSeries

    { }: Time series visualisation

  • survminer

    { }: Survival Analysis and Visualization

  • vistime

    { }: Pretty timelines in R

Icons, patterns and images

  • cropcircles

    { }: Crop an image into a circle with a transparent background

  • emoGG

    { }: Emoji in ggplot2

  • ggflags

    { }: A flag geom for ggplot2

  • ggfoundry

    { }: Shape Foundry & Geom for 'ggplot2'

  • ggimage

    { }: Use Images in ggplot2

  • ggpath

    { }: Robust Image Rendering Support for 'ggplot2'

  • ggpattern

    { }: ggplot geoms with pattern fills

  • ggtikz

    { }: Add TikZ annotations with absolute data or relative plot coordinates to ggplots

  • mlbplotR

    { }: R package to easily plot MLB logos

Data and models

  • edgebundle

    { }: R package implementing edge bundling algorithms

  • effectplots

    { }: Fast Effect Plots in R

  • distributional

    { }: Vectorised distributions for R

  • dotwhisker

    { }: Dot-and-Whisker Plots of Regression Results

  • FunnelPlotR

    { }: Funnel plots for comparing institutional performance, with overdispersion adjustment

  • gaussplotR

    { }: Fit, predict, and plot 2D Gaussians

  • GGally

    { }: R package that extends ggplot2

  • ggbiplot

    { }: A ggplot2 based biplot for principal components-like methods

  • ggcompare

    { }: Mean Comparison in 'ggplot2'

  • ggcoverage

    { }: Visualize and annotate genomic coverage with ggplot2

  • ggdendro

    { }: Tools to extract dendrogram plot data for use with 'ggplot2'

  • ggDoE

    { }: Modern Graphs for Design of Experiments with ggplot2

  • ggeffects

    { }: Tidy Data Frames of Marginal Effects for ggplot2

  • ggESDA

    { }: An R package for Exploratory Symbolic Data Analysis using ggplot2

  • ggfixest

    { }: Dedicated ggplot2 methods for fixest model objects

  • ggfortify

    { }: Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages

  • gginnards

    { }: R package extending 'ggplot2' with manipulation and debugging tools

  • ggip

    { }: R package to visualize IP data

  • ggisotonic

    { }: Add isotonic or monotonic regression curves to ggplots

  • ggkegg

    { }: Analyzing and visualizing KEGG information using the grammar of graphics

  • gglm

    { }: Grammar of Graphics for Linear Model Diagnostic Plots

  • gglorenz

    { }: Plotting Lorenz curves with the blessing of ggplot2

  • ggmice

    { }: Visualize incomplete and imputed data

  • ggmugs

    { }: Visualization of Multiple Genome-Wide Association Study Summary Statistics

  • ggols

    { }: visual expositions of simpler linear models

  • ggparty

    { }: ggplot2 visualizations for the partykit package

  • ggpca

    { }: Publication-Ready PCA, t-SNE, and UMAP Plots

  • ggpmisc

    { }: R package ggpmisc is an extension to ggplot2 and the Grammar of Graphics

  • ggpval

    { }: Add statistical test or annotation to your ggplot2 plots

  • ggsem

    { }: Interactively Visualize Structural Equation Modeling Diagrams

  • ggsmc

    { }: Visualising Output from Sequential Monte Carlo Samplers and Ensemble-Based Methods

  • ggstats

    { }: Extension to ggplot2 for plotting stats

  • grafify

    { }: Easy Graphs for Data Visualisation and Linear Models for ANOVA

  • gratia

    { }: ggplot-based graphics and useful functions for GAMs fitted using the mgcv package

  • ggpicrust2

    { }: Make Picrust2 Output Analysis and Visualization Easier

  • ggQQunif

    { }: QQ plots for big collections of p-values

  • ggRandomForest

    { }: Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages

  • ggResidpanel

    { }: An R package for creating a panel of diagnostic plots for residuals from a model

  • ggseas

    { }: seasonal adjustment on the fly extension for ggplot2

  • ggstatsplot

    { }: Enhancing 'ggplot2' plots with statistical analysis

  • halfmoon

    { }: Techniques to Build Better Balance in Propensity Score Models

  • interactions

    { }: A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions

  • jskm

    { }: R package for Kaplan-Meier Plot

  • jtools

    { }: Tools for summarizing/visualizing regressions and other helpful stuff

  • KMunicate

    { }: Create KMunicate-Style Plots

  • lindia

    { }: Extension package of linear regression diagonostic plots in ggplot2

  • metrica

    { }: Prediction Performance Metrics

  • mlr3viz

    { }: Visualizations for mlr3

  • moderndive

    { }: R package for tidyverse-friendly introductory linear regression

  • naniar

    { }: Tidy data structures, summaries, and visualisations for missing data

  • performance

    { }: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

  • plotROC

    { }: Interactive ROC plots with ggplot + d3.js

  • ppsr

    { }: R implementation of Predictive Power Score

  • prettyglm

    { }: An R package to visualise glm coefficients

  • SBC

    { }: Simulation-based Calibration

  • sjPlot

    { }: Data Visualization for Statistics in Social Science

  • starbility

    { }: Coefficient stability plots under combinations of controls

  • superb

    { }: Summary plots with adjusted error bars

  • tidybayes

    { }: Bayesian analysis + tidy data + geoms

  • treeheatr

    { }: Heatmap-integrated Decision Tree Visualizations

  • truchet

    { }: Package for creating Truchet tiles and mosaics

  • visR

    { }: A package to wrap functionality for plots, tables and diagrams adhering to graphical principles

Python packages

  • lets-plot

    { }: multiplatform plotting library built on the principles of the Grammar of Graphics

  • plotnine

    { }: Python implementation of ggplot2 using matplotlib backend

  • patchworklib

    { }: The Composer of plotnine ggplots

  • plotnine3d

    { }: 3D Graphics using the grammar of graphics

  • adjustText

    { }: ggrepel-inspired label placement for matplotlib (integrated with plotnine)

Julia packages

  • Gadfly.jl

    : Crafty statistical graphics for Julia

  • TidierPlots.jl

    : Tidier data visualization in Julia, modeled after the ggplot2 R package

Books

Book chapters

Online Courses / edX

Galleries

Text tutorials

Video tutorials

TidyTuesday

Miscellaneous

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