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Martine Jansen<a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23rstats" target="_blank">#rstats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot" target="_blank">#ggplot</a> Revelation of the day: `geom_*()` and `stat_*()` are wrappers for `layer() ` with respectively a fixed geom or stat argument. Now `stat_*()` suddenly feels less complex. Thank you <a class="mention" href="https://bsky.app/profile/cedricscherer.com" rel="nofollow noopener" target="_blank">@cedricscherer.com</a> and <a class="mention" href="https://bsky.brid.gy/ap/did:plc:hf6mfj2j6gjdmdrw564ikqhp" rel="nofollow noopener" target="_blank">@yan-holtz.bsky.social</a> for making <a href="https://www.ggplot2-uncharted.com" rel="nofollow noopener" target="_blank">www.ggplot2-uncharted.com</a> <a href="https://www.ggplot2-uncharted.com/module1/stats" rel="nofollow noopener" target="_blank">Statistical Transformations | ...</a>

Data Sciencer-charts.com provides example code for a variety of chart types, both in base R and ggplot: <a href="https://r-charts.com/" rel="nofollow noopener" translate="no" target="_blank">https://r-charts.com/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/design" class="mention hashtag" rel="nofollow noopener" target="_blank">#design</a>

coolbutuseless<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> Hivemind: What's a good package to plot "flamegraph" style information{zap} outputs nested "depth" and "duration". My dodgy <a href="https://fosstodon.org/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> (with manual annotation) is not ideal.Suggestions welcomed!

Data Science{ggdist}: Visualizations of distributions and uncertainty <a href="https://mjskay.github.io/ggdist/" rel="nofollow noopener" translate="no" target="_blank">https://mjskay.github.io/ggdist/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a>

Data Science{ggblanket}, a wrapper around <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> for quick, explorative plots with sensible defaults and less code. <a href="https://davidhodge931.github.io/ggblanket/" rel="nofollow noopener" translate="no" target="_blank">https://davidhodge931.github.io/ggblanket/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

Data Science{ggbump} creates elegant bump charts in ggplot. <a href="https://github.com/davidsjoberg/ggbump" rel="nofollow noopener" translate="no" target="_blank">https://github.com/davidsjoberg/ggbump</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

Data ScienceIf you need automatic wrapping of labels in ggplot, the {ggtext} package by @clauswilke@genart.social has you covered: <a href="https://wilkelab.org/ggtext/articles/theme_elements.html" rel="nofollow noopener" translate="no" target="_blank">https://wilkelab.org/ggtext/articles/theme_elements.html</a> But make sure you also check out the rest of the functionality of the package to add markdown fromated text to plots... <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/visualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#visualization</a>

Data ScienceBeautiful palettes based on art for R and python: <a href="https://github.com/BlakeRMills/MetBrewer" rel="nofollow noopener" translate="no" target="_blank">https://github.com/BlakeRMills/MetBrewer</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a>

Stephen RoyleLet It Flow: recreating a FACS plot with ggplot<a href="https://quantixed.org/2025/06/05/let-it-flow-recreating-a-facs-plot-with-ggplot/" rel="nofollow noopener" translate="no" target="_blank">https://quantixed.org/2025/06/05/let-it-flow-recreating-a-facs-plot-with-ggplot/</a><a href="https://biologists.social/tags/AdventuresInCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#AdventuresInCode</a> <a href="https://biologists.social/tags/computing" class="mention hashtag" rel="nofollow noopener" target="_blank">#computing</a> <a href="https://biologists.social/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://biologists.social/tags/FACS" class="mention hashtag" rel="nofollow noopener" target="_blank">#FACS</a> <a href="https://biologists.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://biologists.social/tags/papers" class="mention hashtag" rel="nofollow noopener" target="_blank">#papers</a> <a href="https://biologists.social/tags/plots" class="mention hashtag" rel="nofollow noopener" target="_blank">#plots</a> <a href="https://biologists.social/tags/Rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rstats</a>

Data ScienceExamples of creative data visualizations, mostly ggplot: <a href="https://github.com/tashapiro/tanya-data-viz" rel="nofollow noopener" translate="no" target="_blank">https://github.com/tashapiro/tanya-data-viz</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

Data ScienceIf you set limits for a scale (e.g. x-axis) in ggplot, how would you like data outside of that range be handled? There is the oob parameter for that and a set of functions to use with it: <a href="https://scales.r-lib.org/reference/oob.html" rel="nofollow noopener" translate="no" target="_blank">https://scales.r-lib.org/reference/oob.html</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a>

Data ScienceAdd some swag to your ggplots, with fontawesome symbols and colors: <a href="https://nrennie.rbind.io/blog/adding-social-media-icons-ggplot2/" rel="nofollow noopener" translate="no" target="_blank">https://nrennie.rbind.io/blog/adding-social-media-icons-ggplot2/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/fontawesome" class="mention hashtag" rel="nofollow noopener" target="_blank">#fontawesome</a> <a href="https://genomic.social/tags/ggtext" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggtext</a>

Data ScienceYou dont like the default color palett of <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a>? You can change it: <a href="https://stackoverflow.com/questions/10504724/change-the-default-colour-palette-in-ggplot" rel="nofollow noopener" translate="no" target="_blank">https://stackoverflow.com/questions/10504724/change-the-default-colour-palette-in-ggplot</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a>

Data Science{ggchicklet}: library for rounded Segmented Column Charts: <a href="https://github.com/hrbrmstr/ggchicklet" rel="nofollow noopener" translate="no" target="_blank">https://github.com/hrbrmstr/ggchicklet</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> @hrbrmstr

Data Sciencer-graph-gallery.com provides example code for a variety of chart types, both in base R and ggplot: <a href="https://r-graph-gallery.com/" rel="nofollow noopener" translate="no" target="_blank">https://r-graph-gallery.com/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/design" class="mention hashtag" rel="nofollow noopener" target="_blank">#design</a>

Data ScienceAdd richer tooltips to ggiraph with kableExtra and friends: <a href="https://uncharteddata.netlify.app/posts/2022-09-30-interactive-tooltip-tables/" rel="nofollow noopener" translate="no" target="_blank">https://uncharteddata.netlify.app/posts/2022-09-30-interactive-tooltip-tables/</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/ggiraph" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggiraph</a> <a href="https://genomic.social/tags/UI" class="mention hashtag" rel="nofollow noopener" target="_blank">#UI</a>

Data ScienceMake interactive ggplots with {ggiraph}: <a href="https://davidgohel.github.io/ggiraph/" rel="nofollow noopener" translate="no" target="_blank">https://davidgohel.github.io/ggiraph/</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/UI" class="mention hashtag" rel="nofollow noopener" target="_blank">#UI</a> <a href="https://genomic.social/tags/UX" class="mention hashtag" rel="nofollow noopener" target="_blank">#UX</a>

Data ScienceEnrich your ggplots with extra panels along the x and y axis: <a href="https://github.com/jtlandis/ggside" rel="nofollow noopener" translate="no" target="_blank">https://github.com/jtlandis/ggside</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

Data ScienceUsing fonts in R graphics can be tricky at times. {showtext} aims to make it easier: <a href="https://cran.rstudio.com/web/packages/showtext/vignettes/introduction.html" rel="nofollow noopener" translate="no" target="_blank">https://cran.rstudio.com/web/packages/showtext/vignettes/introduction.html</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a>

Data ScienceFind the best contrast between one color and a list of options, e.g. for labels in geom_tile: {prismatic::best_contrast()} <a href="https://emilhvitfeldt.github.io/prismatic/reference/best_contrast.html" rel="nofollow noopener" translate="no" target="_blank">https://emilhvitfeldt.github.io/prismatic/reference/best_contrast.html</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/colors" class="mention hashtag" rel="nofollow noopener" target="_blank">#colors</a>

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