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Data ScienceYou dont like the default color palett of <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#rstats</a> <a href="https://genomic.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataviz</a>

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

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

Michael Friendly<a href="https://vis.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataviz</a> <a href="https://vis.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> A new release, v. 1.7.4 of my {heplots} pkg just dropped to CRAN. It features a new utility `noteworthy(x,y,method)` to identify unusual points in a 2D plot, by a variety of criteria. Working on a `stat_noteworthy()` to bring this to <a href="https://vis.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a>, labeling those points. <a href="http://friendly.github.io/heplots/" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://friendly.github.io/heplots/</a>

Data ScienceI did not know about ggplot_build() before. It can come in handy in situations where you want to access computed metrics of a <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a>. <a href="https://ggplot2.tidyverse.org/reference/ggplot_build.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ggplot2.tidyverse.org/reference/ggplot_build.html</a>. Thanks @thedatainklab for sharing. <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ci</a>

Tan G.<a class="hashtag" href="https://bsky.app/search?q=%2330DayChartChallenge" rel="nofollow noopener noreferrer" target="_blank">#30DayChartChallenge</a> - Day 6: Florence Nightingale theme Using ACLED data, here's a look at fatalities (log10 scaled) of health workers in Palestine during events where they are specifically targeted or are part of a larger group of civilian victims. <a class="hashtag" href="https://bsky.app/search?q=%23rstats" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a class="hashtag" href="https://bsky.app/search?q=%23dataviz" rel="nofollow noopener noreferrer" target="_blank">#dataviz</a> <a class="hashtag" href="https://bsky.app/search?q=%23ggplot" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a>

Sharon MachlisJazz up your ggplots: ‘Useful tricks to elevate your data viz via `ggplot` extension packages in R” Custom themes, fonts, annotations, arrows & more By the USGS <a href="https://waterdata.usgs.gov/blog/ggplot-jazz/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://waterdata.usgs.gov/blog/ggplot-jazz/</a> <a href="https://masto.machlis.com/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RStats</a> <a href="https://masto.machlis.com/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot2</a> <a href="https://masto.machlis.com/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a> <a href="https://masto.machlis.com/tags/Dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Dataviz</a>

Different ThanListen, <a href="https://infosec.exchange/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a>: Iove you, I do. But 90% of the time when I want to set fill or color manually I don't want to have to look up and figure out an entire fucking palette of colors. I want 2 or 3 colors, the end. I want to specify them easily.<a href="https://infosec.exchange/tags/ItsNotYouItsMe" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ItsNotYouItsMe</a> I realize thisI just want firebrick and navy. That's all. It always takes me 10 minutes of searching to remember that scale_color_manual exists; I always end up seeing pages for scale_color_discrete first.<a href="https://infosec.exchange/tags/personalIssues" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#personalIssues</a> <a href="https://infosec.exchange/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a>

Tan G.Create your own custom <a class="hashtag" href="https://bsky.app/search?q=%23ggplot" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a> theme via <a class="mention" href="https://bsky.brid.gy/ap/did:plc:xdhqqvdge4lv3hqt7sy5c2kb" rel="nofollow noopener noreferrer" target="_blank">@rfortherestofus.com</a> <a class="hashtag" href="https://bsky.app/search?q=%23rstats" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://youtube.com/watch?v=I9DEq4zDCb4" rel="nofollow noopener noreferrer" target="_blank">Create your own custom {ggplot...</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 noreferrer" translate="no" target="_blank">https://r-charts.com/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://genomic.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a> <a href="https://genomic.social/tags/design" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#design</a>

Cosmin SaveanuThe truly important reason to try the <a href="https://framapiaf.org/tags/positron" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#positron</a> R/Python editor is that it can work in parallel with another R session open in <a href="https://framapiaf.org/tags/RStudio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RStudio</a> for a different project...Also amazed by the <a href="https://framapiaf.org/tags/Pluto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pluto</a> notebook for <a href="https://framapiaf.org/tags/Julia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Julia</a> scientific work. One of its nice features is that the associated file is in text format and the code can be easily extracted. Not yet ready to switch from <a href="https://framapiaf.org/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a> to <a href="https://framapiaf.org/tags/VegaLite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VegaLite</a> though.<a href="https://positron.posit.co/start.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://positron.posit.co/start.html</a> <a href="https://plutojl.org/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://plutojl.org/</a> <a href="https://framapiaf.org/tags/rstat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstat</a>

Aleksandra LazićPlayed around with labeling a line plot. Ended up using:📦{directlabels} for the two curved lines 📦{geomtextpath} for the horizontal lineFelt like an hour well spent. 😀Removed actual labels to avoid starting a totally different conversation, but a keen eye might spot the topic!<a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RStats</a> <a href="https://mastodon.social/tags/ggplot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot</a>

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

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

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

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