awesome-ggplot2
Data visualization toolkit
A curated collection of tools and resources for creating data visualizations with ggplot2
A curated list of awesome ggplot2 tutorials, packages etc.
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General | |||
Official website | |||
General / Official website | |||
Reference | |||
General | |||
A List of ggplot2 extensions | |||
Persons (Webpage + Mastodon) | |||
Hadley Wickham | ( ) | ||
Kieran Healy | ( ) | ||
Claus Wilke | |||
Thomas Lin Pedersen | |||
@winston_chang | Winston Chang ( ) | ||
Lionel Henry | ( ) | ||
Kara Woo | |||
Hiroaki Yutani | |||
Dewey Dunnington | |||
R packages / Plot layers | |||
biscale | { }: Bivariate Mapping with ggplot2 | ||
calendR | 255 | 8 months ago | { }: 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 | 63 | almost 4 years ago | { }: 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 | 26 | 5 days ago | { }: Draw flows (migration, goods, money, information) on ggplots |
ganttrify | { }: Create beautiful Gantt charts with ggplot2 | ||
geomtextpath | { }: Create curved text paths in ggplot2 | ||
ggalignment | 10 | 11 months ago | { }: R package for creating D&D alignment charts |
ggalluvial | { }: ggplot2 extension for alluvial plots | ||
ggalt | 663 | 8 months ago | { }: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2' |
ggambit | { }: Visualise FEN chess positions with ggplot2 | ||
gganatogram | 384 | almost 6 years ago | { }: Create anatograms using ggplot2 |
ggarchery | 31 | 8 months ago | { }: 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 | 540 | 6 days ago | { }: Column scatter / beeswarm-style plots in ggplot2 |
ggblanket | { }: Simplify ggplot2 visualisation | ||
ggblend | { }: Support for blend modes in ggplot2 | ||
ggblur | 34 | almost 5 years ago | { }: Blurry Point Geom for ggplot2 |
ggborderline | { }: Provides a set of geoms to make line plots a little bit nicer | ||
ggbrace | 13 | 9 months ago | { }: Curly Braces for 'ggplot2' |
ggbraid | { }: Braid two lines and a ribbon in ggplot2 | ||
ggbrain | { }: R package for creating plots of brains using ggplot | ||
ggbrick | 48 | 8 months ago | { }: A brick like geom for ggplot2 |
ggbump | 534 | 8 months ago | { }: A geom for ggplot to create bump plots |
ggcalendar | 35 | 3 months ago | { }: x and y position as days in month |
ggcats | 88 | over 3 years ago | { }: The geom you always wished for adding cats to ggplot2 |
ggchicklet | { }: Create Chicklet (Rounded Segmented Column) Charts | ||
ggcleveland | 8 | about 3 years ago | { }: 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 | 34 | 3 months ago | { }: 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 | 71 | over 5 years ago | { }: Create Diminutive Distribution Charts |
ggdag | { }: An R Package for visualizing and analyzing causal directed acyclic graphs | ||
ggdaynight | 1 | 6 months ago | { }: Add Day/Night Patterns to ggplot2 Plots |
ggdirectlabel | 41 | over 1 year ago | { }: Make it easier to directly label ggplot2 charts |
ggdist | { }: Visualizations of distributions and uncertainty | ||
ggDoubleHeat | { }: A heatmap-like visualization tool | ||
ggExtra | 384 | 6 months ago | { }: Add marginal histograms to ggplot2, and more ggplot2 enhancements |
ggfacto | 2 | about 2 months ago | { }: Graphs for correspondence analysis |
ggflowchart | { }: R package for producing flowcharts using ggplot2 | ||
ggfreehand | 17 | over 9 years ago | { }: Add freehand circles to ggplot2 graphs |
ggfun | 18 | 28 days ago | { }: Miscellaneous Functions for 'ggplot2' |
gggenes | 499 | 9 months ago | { }: Draw gene arrow maps in ggplot2 |
gggenomes | { }: A grammar of graphics for comparative genomics | ||
gggibbous | 64 | almost 4 years ago | { }: Moon charts, a pie chart alternative, for ggplot2 |
gghalves | { }: Easy half-half geoms in ggplot2 | ||
gghdr | 50 | 10 months ago | { }: Plots of highest density regions (HDR) for ggplot2 |
gghilbertstrings | { }: Create Hilbert curves in ggplot2 | ||
ggHoriPlot | { }: build horizon plots in ggplot2 | ||
ggimg | 53 | about 1 year ago | { }: Graphics Layers for Plotting Image Data with ggplot2 |
ggkeyboard | 91 | 12 months ago | { }: Make a keyboard using ggplot2 |
ggmacc | 8 | almost 4 years ago | { }: 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 | 14 | 11 months ago | { }: 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 | 6 | 29 days ago | { }: Make ggplot Versions of Vegan's Ordiplots |
ggpackets | { }: Cleaner composition of ggplot layers | ||
ggparliament | 151 | 6 months ago | { }: Simple parliament plots using ggplot2 |
ggpercentogram | 11 | over 1 year ago | { }: Create equal-area histograms with 'ggplot2' |
ggpie | 4 | over 1 year ago | { }: Create pie charts using ggplot2 |
ggPlantmap | 80 | 7 months ago | { }: Generate ggplot maps from plant images |
ggplateplot | 3 | over 2 years ago | { }: make plots resembling cell culture microwell plates |
ggpointdensity | 413 | 6 months ago | { }: A Cross Between a Scatter Plot and a 2D Density Plot |
ggpointgrid | 37 | over 1 year ago | { }: Rearrange scatter plot points on a regular grid |
ggpointless | { }: A point layer to emphasize some observations | ||
ggpolar | 9 | about 2 years ago | { }: Dots and Their Connections in Polar Coordinate System |
ggsankeyfier | { }: Create Sankey and Alluvial Diagrams Using ggplot2 | ||
ggsector | 2 | 21 days ago | { }: Use R language to draw sector |
ggseqlogo | { }: Generating publication-ready sequence logos in R using ggseqlogo | ||
ggshadow | 60 | 8 months ago | { }: Shadow Geoms for ggplot2 |
ggshakeR | 113 | over 1 year ago | { }: 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 | 201 | 6 months ago | { }: 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 | 21 | about 1 year ago | { }: Easy plotting of periodic data with ggplot2 |
ggplate | { }: Create Layout Plots of Biological Culture Plates and Microplates | ||
ggpol | 104 | over 2 years ago | { }: Parliament diagrams and more for ggplot2 |
ggpolypath | { }: Polygons with holes for ggplot2 | ||
ggpp | 123 | 8 days ago | { }: Grammar of graphics extensions to 'ggplot2' |
ggpubr | { }: 'ggplot2' Based Publication Ready Plots | ||
ggquiver | { }: R package for quiver plots in 'ggplot2' | ||
ggqr | 16 | over 3 years ago | { }: ggplot2 geom for QR codes |
ggradar | 334 | 9 months ago | { }: radar charts with ggplot2 |
ggrain | 70 | about 1 month ago | { }: Make beautiful Raincloud plots in R |
ggraph | { }: A grammar of graphics for relational data | ||
ggrastr | 215 | over 1 year ago | { }: Raster geoms for ggplot2 |
ggrepel | { }: Repel overlapping text labels away from each other | ||
ggreverse | 68 | over 5 years ago | { }: 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 | 267 | 8 months ago | { }: The goal of ggsankey is to make beautiful sankey, alluvial and sankey bump plots in ggplot2 |
ggsc | 43 | 22 days ago | { }: Visualizing single cell data |
ggScatRidges | 2 | 9 months ago | { }: Scatter Plot Combined with Ridgelines in 'ggplot2' |
ggscidca | { }: Plotting Decision Curve Analysis with Coloured Bars | ||
ggseqplot | { }: Render Sequence Plots using 'ggplot2' | ||
ggside | 342 | 6 months ago | { }: ggplot2 extension allowing for plotting various geometries as side panels |
ggsignif | 593 | 3 months ago | { }: Easily add significance brackets to your ggplots |
ggsolar | 24 | over 1 year ago | { }: Generate "solar system" plots with {ggplot2} |
ggspark | 11 | 6 months ago | { }: ggplot2 Functions to Create Tufte Style Sparklines |
ggstraw | 31 | almost 6 years ago | { }: geom_straw for ggplot2 |
ggstream | 175 | over 2 years ago | { }: A package to make streamplots |
ggsvg | 139 | 2 months ago | { }: Use SVG images as ggplot points |
ggtda | 21 | 6 months ago | { }: ggplot2 extension to visualize persistent homology |
ggtern | { }: An extension to ggplot2, for the creation of ternary diagrams | ||
ggtikz | 7 | 5 months ago | { }: Add TikZ annotations with absolute data or relative plot coordinates to ggplots |
ggthreed | 46 | over 5 years ago | { }: 3d geoms and stats for ggplot |
ggtree | 840 | 22 days ago | { }: Visualization and annotation of phylogenetic trees |
ggtrendline | 25 | over 2 years ago | { }: An R Package for Adding Trendline and Confidence Interval to "ggplot" |
ggtricks | { }: Create Sector and Other Charts Easily Using Grammar of Graphics | ||
ggvenn | 168 | 2 months ago | { }: Venn Diagram by ggplot2, with really easy-to-use API |
ggVennDiagram | 283 | 29 days ago | { }: A 'ggplot2' implement of Venn Diagram |
ggvolcano | { }: Publication-Ready Volcano Plots | ||
ggvoronoi | 37 | 11 months ago | { }: Easy Voronoi diagram heatmaps with ggplot2 |
ggvwline | 4 | over 2 years ago | { }: Layer functions for drawing variable-width curves |
ggwaffle | { }: Creating waffle charts in a ggplot friendly way | ||
ggweekly | 111 | about 3 years ago | { }: Easy, printable, custom calendars and week planners |
ggwordcloud | { }: A word cloud geom for ggplot2 | ||
ggxmean | 66 | 7 months ago | { }: Put a vertical line at the mean of x w/ geom_xmean() and do other stuff |
jjPlot | 11 | about 1 year ago | { }: funny geom/stat functions for visualization |
likert | { }: Analysis and Visualization Likert Items | ||
linkET | 147 | over 1 year ago | { }: Toolbox for heatmap and mantel test plot |
parttree | 93 | 4 months ago | { }: 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 | 9 | 7 months ago | { }: Convert ggplot2 objects to colored terminal plots |
plotthis | { }: High-Level Plotting Built Upon 'ggplot2' and Other Plotting Packages | ||
scattermore | 241 | 10 months ago | { }: very fast scatterplots for R |
see | { }: Visualisation toolbox for beautiful and publication-ready figures | ||
shadowtext | 38 | 4 months ago | { }: shadow text for grid and ggplot2 |
smplot2 | 23 | 5 months ago | { }: 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' | ||
treemapify | { }: Draw treemaps in ggplot2 | ||
visdat | { }: Preliminary Exploratory Visualisation of Data | ||
waffle | 779 | 11 months ago | { }: Make waffle (square pie) charts in R |
waterfalls | 14 | 2 months ago | { }: R package to create waterfall charts |
WVPlots | { }: Pre-packaged plots in R | ||
R packages / Themes and aesthetics | |||
add2ggplot | { }: Add more themes for your ggplot object | ||
afcharts | { }: Produce Charts Following UK Government Analysis Function Guidance | ||
amerika | 6 | 3 months ago | { }: An American politics-inspired color palette generator |
bbplot | 1,566 | over 3 years ago | { }: 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 | 324 | 29 days ago | { }: Colors for all (R package) |
cyberpunk | 26 | almost 4 years ago | { }: A function to create cyberpunk-style graphs with R based on ggplot2 |
darknerdthemes | 2 | about 1 year ago | { }: Dark ggplots themes for nerds |
DOYPAColors | 4 | about 2 months ago | { }: Don't Overthink Your Palette of Colors |
duke | { }: Creating a Color-Blind Friendly Duke Color Package | ||
dutchmasters | 31 | over 5 years ago | { }: R package with colour palettes derived from famous paintings by 17th century Dutch masers |
tricolore | 148 | 6 months ago | { }: A flexible color scale for ternary compositions |
ggdc | 6 | about 3 years ago | { }: Datacamp Themes for ggplot2 |
ggcharts | 290 | about 3 years ago | { }: Get You to Your Desired Plot Faster |
ggcute | 28 | over 4 years ago | { }: Cute things for ggplot2 |
ggdark | 195 | about 5 years ago | { }: Dark mode for ggplot2 themes |
ggDracula | 33 | 3 months ago | { }: Dracula for ggplot2 |
ggchromatic | { }: Colour and fill scales for 'ggplot2' using colour spaces | ||
ggCyberPunk | 97 | about 3 years ago | { }: Working on creating a similar cyberpunk geom for ggplot |
ggeasy | 274 | 18 days ago | { }: Easy Access to 'ggplot2' Commands |
ggedit | 250 | 6 months ago | { }: Interactively edit ggplot layer aesthetics and theme definitions |
ggfittext | 306 | 10 months ago | { }: ggplot2 geoms to fit text into boxes |
ggfx | 170 | about 2 years ago | { }: 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 | 5 | about 2 months ago | { }: HDX Theme, Scales, and Other Conveniences for 'ggplot2' |
gglaplot | 17 | about 1 year ago | { }: Makes graphics in the GLA style using ggplot2 |
gglgbtq | { }: Provides multiple palettes based on pride flags with tailored themes | ||
ggnewscale | 406 | 4 months ago | { }: Multiple Fill and Color Scales in 'ggplot2' |
ggnuplot | 6 | over 4 years ago | { }: 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 | 2 | 8 months ago | { }: 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 | 99 | 8 months ago | { }: Star layer for ggplot2 |
ggtea | { }: Palettes and Themes for 'ggplot2' | ||
ggtech | 391 | over 5 years ago | { }: ggplot2 tech themes, scales, and geoms |
ggtext | 655 | 11 months ago | { }: Improved text rendering support for ggplot2 |
ggtextures | 157 | about 4 years ago | { }: Drawing textured rectangles and bars with ggplot |
ggthemes | { }: Additional themes, scales, and geoms for ggplot2 | ||
ggthemeUL | { }: A 'ggplot' Theme for University of Ljubljana | ||
ggthemr | 891 | over 2 years ago | { }: Themes for ggplot2 |
ggx | 150 | about 2 years ago | { }: Translate natural language commands into ggplot commands |
harrypotter | 99 | over 4 years ago | { }: Harry Potter inspired palette for R |
hrbrthemes | 1,243 | 9 months ago | { }: 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 | 203 | over 5 years ago | { }: LaCroix Color Palettes for R |
lemon | 184 | 8 days ago | ( ): Freshing up your ggplots |
mdthemes | 80 | 4 months ago | { }: Markdown Themes for 'ggplot2' |
MetBrewer | 1,115 | about 1 year ago | { }: 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 | 0 | about 3 years ago | { }: A Mexican politics-inspired color palette generator |
MoMAColors | 189 | 12 months ago | { }: Color Schemes based around artwork and the Museum of Modern Art |
monochromeR | 76 | 21 days ago | { }: A package for creating monochrome colour palettes and easily converting rgba values to hex codes |
NatParksPalettes | 235 | 10 months ago | { }: Color palette package inspired by National Parks |
nord | 51 | about 5 years ago | { }: 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 | 83 | over 1 year ago | { }: A minimal ggplot2 theme with an accessible discrete color palette |
peRReo | 37 | about 2 years ago | { }: 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 | 3 | 3 months ago | { }: Creates color palettes inspired by "Dune" |
rockthemes | { }: R colour palettes based on classic rock albums and some other ones | ||
savonliquide | 17 | over 3 years ago | { }: Check for Color Contrast Accessibility in R |
scico | 414 | 12 months ago | { }: Palettes for R based on the Scientific Colour-Maps |
soilpalettes | 18 | over 4 years ago | { }: 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 | 27 | 6 months ago | { }: 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 | 1,947 | 5 months ago | { }: A Wes Anderson color palette for R |
wsjplot | { }: Style Time Series Plots Like the Wall Street Journal | ||
R packages / Presentation, composition and scales | |||
aplot | 99 | 2 months ago | { }: Decorate a plot with associated information |
camcorder | 204 | 10 months ago | { }: Record plots generated during an R session and replay as a gif! |
cowplot | { }: Streamlined Plot Theme and Plot Annotations for ggplot2 | ||
egg | 7 | over 8 years ago | { }: (fragile) extensions for ggplot2 |
facetious | 36 | over 3 years ago | { }: Home to some alternate facetting for ggplot2 |
facetscales | 90 | about 2 years ago | { }: 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 | 309 | about 3 years ago | { }: Interactively annotate ggplots |
ggbillboard | 28 | over 4 years ago | { }: A package to fill vacant ggplot2 facets with images |
ggbreak | 131 | 10 months ago | { }: Set Axis Break for 'ggplot2' |
ggcolormeter | 19 | 2 months ago | { }: A ggplot2 color/fill legend guide extension in the style of a dashboard meter |
ggfigdone | { }: Manage ggplot figures using ggfigdone | ||
ggfocus | 23 | almost 2 years ago | { }: 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 | 586 | 5 days ago | { }: ggplot extension: options for tailored facets, multiple colourscales and miscellaneous |
gghighlight | { }: Highlight points and lines in ggplot2 | ||
gglabeller | 186 | over 3 years ago | { }: Shiny gadget for labeling points on ggplot |
gglogger | { }: Track 'ggplot2' Calls | ||
ggmagnify | 276 | 5 months ago | { }: Create a magnified inset of part of a ggplot object |
ggNestedBarChart | 4 | 4 months ago | { }: An easier way to create nested, grouped, heirarchical bar charts with ggplot2 |
ggplotify | 105 | 10 months ago | { }: 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 | ||
gguidance | 152 | 20 days ago | { }: additional guides to the ggplot2 ecosystem |
ggupset | 353 | 5 months ago | { }: Combination matrix axis for 'ggplot2' to create 'UpSet' plots |
ggview | 160 | about 2 months ago | { }: Ggplot picture previewer |
gtable | { }: The layout packages that powers ggplot2 | ||
jjAnno | 106 | over 1 year ago | { }: 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 | 74 | over 6 years ago | { }: Rethinking layers in ggplot2 |
scales | { }: Tools for ggplot2 scales | ||
showtext | 481 | 9 months ago | { }: Using Fonts More Easily in R Graphs |
tagger | { }: Add tags to ggplot2 facets | ||
R packages / Interactive | |||
ggiraph | { }: Make 'ggplot' Graphics Interactive | ||
ggtips | 3 | about 1 year ago | { }: Adds interactive tooltip boxes to ggplots (standalone or rendered in Shiny) |
plotly | 2,565 | 2 months ago | { }: An interactive graphing library for R |
R packages / 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 | ||
R packages / Spatial | |||
bertin | 39 | over 1 year ago | { }: Transform choropleth maps into valued points |
eumaps | 41 | almost 3 years ago | { }: 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 | 63 | almost 7 years ago | { }: Generate ggplot2 geom_map county maps |
ggfields | { }: Add vector fields layers to ggplots | ||
ggmap | 768 | 9 months ago | { }: A package for plotting maps in R with ggplot2 |
ggmapinset | { }: Add zoomed inset panels to your ggplot maps | ||
ggOceanMaps | 46 | 28 days ago | { }: 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 | 6 | 3 months ago | { }: Offers Various Swiss Maps as Data Frames and 'ggplot2' Objects |
layer | 119 | 10 months ago | { }: 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 | 1 | 11 months ago | { }: Plot Summary Statistics as Choropleth Maps of Danish Administrative Areas |
rayshader | 2,067 | 4 months ago | { }: R Package for 2D and 3D mapping and data visualization |
starBliss | 44 | over 1 year ago | { }: 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 | ||
R packages / Time | |||
deeptime | 85 | 20 days ago | { }: Plotting Tools for Anyone Working in Deep Time |
ggsurvfit | { }: Easy and Flexible Time-To-Event Figures | ||
ggTimeSeries | 251 | almost 3 years ago | { }: Time series visualisation |
survminer | { }: Survival Analysis and Visualization | ||
vistime | { }: Pretty timelines in R | ||
R packages / Icons, patterns and images | |||
cropcircles | 42 | 12 months ago | { }: Crop an image into a circle with a transparent background |
emoGG | 209 | almost 2 years ago | { }: Emoji in ggplot2 |
ggflags | 92 | 6 months ago | { }: A flag geom for ggplot2 |
ggfoundry | { }: Shape Foundry & Geom for 'ggplot2' | ||
ggimage | 172 | 10 months ago | { }: Use Images in ggplot2 |
ggpath | { }: Robust Image Rendering Support for 'ggplot2' | ||
ggpattern | { }: ggplot geoms with pattern fills | ||
ggtikz | 7 | 5 months ago | { }: Add TikZ annotations with absolute data or relative plot coordinates to ggplots |
mlbplotR | { }: R package to easily plot MLB logos | ||
R packages / Data and models | |||
edgebundle | 125 | about 2 months ago | { }: R package implementing edge bundling algorithms |
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 | 21 | over 1 year ago | { }: An R package for Exploratory Symbolic Data Analysis using ggplot2 |
ggfixest | { }: Dedicated ggplot2 methods for fixest model objects | ||
ggfortify | 528 | 5 months ago | { }: 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 | 1 | over 2 years ago | { }: Add isotonic or monotonic regression curves to ggplots |
ggkegg | { }: Analyzing and visualizing KEGG information using the grammar of graphics | ||
gglm | 78 | 10 months ago | { }: 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 | 7 | about 1 year ago | { }: visual expositions of simpler linear models |
ggparty | 147 | over 2 years ago | { }: 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 | 45 | over 2 years ago | { }: 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 | 47 | 9 months ago | { }: 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 | 7 | over 6 years ago | { }: QQ plots for big collections of p-values |
ggRandomForest | 146 | about 2 years ago | { }: 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 | 74 | over 6 years ago | { }: 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 | 104 | over 1 year ago | { }: 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 | 652 | 8 months ago | { }: 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 | 74 | 9 months ago | { }: 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 | 49 | almost 4 years ago | { }: 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 | 4,039 | 7 days ago | { }: Python implementation of ggplot2 using matplotlib backend |
patchworklib | 382 | about 1 month ago | { }: The Composer of plotnine ggplots |
plotnine3d | 10 | over 2 years ago | { }: 3D Graphics using the grammar of graphics |
adjustText | 1,501 | 21 days ago | { }: ggrepel-inspired label placement for matplotlib (integrated with plotnine) |
Julia packages | |||
Gadfly.jl | : Crafty statistical graphics for Julia | ||
TidierPlots.jl | 223 | 5 days ago | : Tidier data visualization in Julia, modeled after the ggplot2 R package |
Books | |||
Data Visualization: A practical introduction | |||
Data Visualization with R | |||
Fundamentals of Data Visualization | |||
ggplot2: Elegant Graphics for Data Analysis | |||
Modern Data Visualization with R | |||
Book chapters | |||
Cookbook for R: Graphs | |||
R for Data Science: Data visualisation | |||
Modern Statistics for Modern Biology: High Quality Graphics in R | |||
Quantitative Politics with R: Introduction to ggplot2 | |||
Online Courses / edX | |||
Data Science: Visualization | |||
Galleries | |||
ggplot2 extensions | |||
The R Graph Gallery | |||
R CHARTS | |||
Text tutorials | |||
a ggplot2 grammar guide | |||
A Simple Introduction to the Graphing Philosophy of ggplot2 | |||
Aesthetics, Geoms, Mappings, Scales, What? | |||
An Introduction on How to Make Beautiful Charts With R and ggplot2 | |||
ggplot2 101 | |||
ggplot2 Quickref | |||
Beautiful plotting in R: A ggplot2 cheatsheet | |||
Top 50 ggplot2 Visualizations - The Master List (With Full R Code) | |||
A ggplot2 Tutorial for Beautiful Plotting in R | |||
Statistical tools for high-throughput data analysis: ggplot2 - Essentials | |||
Efficient and beautiful data synthesis: Taking your tidyverse skills to the next level | |||
The Ultimate Guide to Get Started With ggplot2 | |||
Tips and tricks for ggplot2 | |||
Data visualization using ggplot2 (intermediate) | |||
ggplot tricks | 284 | 9 months ago | |
Iterative visualizations with ggplot2: no more copy-pasting | |||
split polygon art | 17 | over 1 year ago | |
3 alternatives to a discrete color scale legend in ggplot2 | |||
5 Powerful ggplot2 Extensions | |||
10 Levels of ggplot2: From Basic to Beautiful | |||
10 Tips to Customize Text Color, Font, Size in ggplot2 with element_text() | |||
15 Tips to Customize lines in ggplot2 with element_line() | |||
A complete guide to scales | |||
An overview of ggplot2 themes | |||
Adding social media icons to charts with {ggplot2} | |||
Alternatives to Simple Color Legends in ggplot2 | |||
Bar plot checklist | |||
Changing Glyph in legend in ggplot2 | |||
Coloured text in {ggplot2}: {ggtext} vs {marquee} | |||
Creating and using custom ggplot2 themes | |||
Custom colour palettes for {ggplot2} | |||
Custom themes in ggplot2 | |||
Five Steps to Improve Your Chart Quickly | |||
Getting started with theme() | |||
ggplot Wizardry Hands-On | |||
How to build a Tufte-style weather graph in R using ggplot2 | |||
How to make any plot look better | |||
Jazz up your ggplots! | |||
Making a ggplot theme | |||
Creating corporate colour palettes for ggplot2 | |||
Label line ends in time series with ggplot2 | |||
Data Viz with Python and R: ggplot2 | |||
The Evolution of a ggplot (Ep. 1) | |||
ggplot2 Theme Elements Demonstration | |||
Quick and easy ways to deal with long labels in ggplot2 | |||
Understanding text size and resolution in ggplot2 | |||
Variations on a ggtheme: Applying a unifying aesthetic to your plots | |||
What we learned from creating a custom graphics package in R using ggplot2 | |||
6 Common ggplot2 Mistakes | |||
A Quick How-to on Labelling Bar Graphs in ggplot2 | |||
Annotated Forest Plots using ggplot2 | |||
Correlation heat maps with {ggplot2} | |||
Creating a cracked egg plot using {ggplot2} in R | |||
Creating flowcharts with {ggplot2} | |||
Creating typewriter-styled maps in {ggplot2} | |||
Creating upset charts with ggplot2 | |||
Exploring ggplot2 boxplots - Defining limits and adjusting style | |||
Exploring other {ggplot2} geoms | |||
ggpathway: A tutorial for pathway visualization using tidyverse, igraph, and ggraph | 55 | 26 days ago | |
Heatmaps in ggplot2 | |||
How to add annotations in ggplot: should you use geoms or annotations? | |||
How to create diverging bar plots | |||
Make Multi-point “dumbbell” Plots in ggplot2 | |||
Real Emojis in ggplot2 | |||
Recreate a FiveThirtyEight Chicklet Stacked Bar Chart in ggplot2 | |||
geom_paired_raincloud(): A {ggplot2} geom for visualizing change in distribution between two conditions | |||
Plot moving average in R using ggplot2 | |||
Pyramid Plots in ggplot2 | |||
Radial Patterns in ggplot2 | |||
Storytelling in ggplot using rounded rectangles | |||
Three Ways to Include Images in Your ggplots | |||
Visualizing Distributions with Raincloud Plots (and How to Create Them with ggplot2) | |||
Visualizing ordinal variables | |||
Waffle charts with svg images | |||
Plot Prediction Interval in R using ggplot2 | |||
Sexy up your logistic regression model with logit dotplots | |||
6 easy ways to map population density in R | |||
Adding context to maps made with ggplot2 | |||
Bivariate maps with ggplot2 and sf | |||
Combining maps and patterns with {ggplot2} | |||
Drawing waterlines with ggplot2 in R | |||
How to fill maps with density gradients with R, {ggplot2}, and {sf} | |||
How to make fancy road trip maps with R and OpenStreetMap | |||
Inset maps with ggplot2 | |||
Making Middle Earth maps with R | |||
Plot RGB satellite imagery in true-color with ggplot2 in R | |||
Visualising the 2022 Australian federal election with geom_sugarbag | |||
Creating interactive visualizations with {ggiraph} (with or without Shiny) | |||
Align multiple ggplot2 plots by axis | |||
Annotated equations in ggplot2: Importing latex into ggplot2 | |||
Combining plots in ggplot2 | |||
Designing ggplots: making clear figures that communicate | |||
How to use natural and base 10 log scales in ggplot2 | |||
Layered Presentation of Graphics with +aes() in ggplot2 | |||
Label line ends in time series with ggplot2 | |||
Reordering and facetting for ggplot2 | |||
Save space in faceted plots | |||
Self-documenting plots in ggplot2 | |||
Summary statistics | |||
Demystifying stat_ layers in {ggplot2} | |||
Annotated area charts with plotnine | |||
Plotnine: Grammar of Graphics for Python | |||
Video tutorials | |||
ggplot2 workshop part 1 | |||
ggplot2 workshop part 2 | |||
A short introduction to grammar of graphics (via ggplot2) | |||
How to fix the sizes in your ggplots | |||
How to make Boxplots in R More Informative (ggplot2 and Extension Packages) | |||
ggplot2 Wizardry: My Favorite Tricks and Secrets for Beautiful Plots in R | 415 | about 1 year ago | |
Beyond Bar and Box Plots: Chart Alternatives and How to Design Them with ggplot2 | 233 | about 1 year ago | |
Perfect Bar Charts in 150 Seconds | |||
Recreate a real-world, complex dataviz with R & ggplot | |||
Create Raincloud Plots with ggplot2 | A Step by Step Guide | |||
Building a ggplot2 rollercoaster: Creating amazing 3D data visualizations in R | |||
esquisse: ggplot2 builder with Tableau Drag-and-Drop Interface | |||
How to Plot Statistical Group Comparisons in R: ggstatsplot | |||
Make Your Charts Interactive With the {ggiraph} Package | |||
TidyTuesday | |||
Deepali Kank | 21 | almost 2 years ago | |
Georgios Karamanis | 700 | 4 days ago | |
Cédric Scherer | 770 | about 1 year ago | |
Christophe Nicault | 216 | about 1 year ago | |
Nicola Rennie | 192 | 16 days ago | |
Ryan Hart | 20 | 8 months ago | |
Tanya Shapiro | 142 | 6 months ago | |
Miscellaneous | |||
A generated list of repos containing themes for ggplot2 | 53 | over 1 year ago | |
All hail ggplot2—The code powering all those excellent charts is 10 years old | |||
awesome-r-dataviz | 370 | over 2 years ago | |
Comparing ggplot2 and R Base Graphics | |||
Most upvoted ggplot2 questions on Stack Overflow |