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R Consortium<p>How do you grow a technical and inclusive R community?</p><p>Julia Silge (<span class="h-card" translate="no"><a href="https://fosstodon.org/@juliasilge" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>juliasilge</span></a></span>) shares how the SLC R User Group built a welcoming space for data scientists of all backgrounds. Great ideas here for anyone growing a local <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> meetup! </p><p>🔗 <a href="https://r-consortium.org/posts/julia-silge-on-fostering-a-technical-inclusive-r-community-in-salt-lake-city/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">r-consortium.org/posts/julia-s</span><span class="invisible">ilge-on-fostering-a-technical-inclusive-r-community-in-salt-lake-city/</span></a></p><p><a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://fosstodon.org/tags/community" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>community</span></a> <a href="https://fosstodon.org/tags/inclusion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>inclusion</span></a> <a href="https://fosstodon.org/tags/meetups" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>meetups</span></a> <a href="https://fosstodon.org/tags/RConsortium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RConsortium</span></a></p>
Nicola Rennie<p>I've written a short blog post about the process of switching from Hugo to Quarto, some of the tricky things, and advice for those thinking about doing the same! </p><p>Blog post: <a href="https://nrennie.rbind.io/blog/hugo-quarto-website/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">nrennie.rbind.io/blog/hugo-qua</span><span class="invisible">rto-website/</span></a></p><p><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/QuartoPub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>QuartoPub</span></a> <a href="https://fosstodon.org/tags/Quarto" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Quarto</span></a></p>
Karl Broman<p>The <a href="https://rstats.me/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> package {aRxiv}, which I maintain, has stopped working. Spent the morning floundering. Was about ready to give up, yelling “F*ck APIs!” But then figured out that if I replace all POSTs with GETs, it works again. Another successful application of my “randomly mutate shit until it works” approach to programming.</p>
Posit<p>In the latest episode of The Test Set, Wes McKinney talks funding <a href="https://fosstodon.org/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a>, building trust in dev communities, and the "community over code" mindset. </p><p>Plus, get an overview of <a href="https://fosstodon.org/tags/Positron" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Positron</span></a>, the new polyglot data science IDE 💻</p><p>🎧 Listen at <a href="https://thetestset.co" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">thetestset.co</span><span class="invisible"></span></a>, on Spotify, or Apple Podcasts</p><p><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a></p>
Lukas<p>Ever since I started using <a href="https://norden.social/tags/pak" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pak</span></a> for basically all my <a href="https://norden.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> package installation needs, I noticed dropped my habit of occasionally running `remotes::update_packages()` in my general R installation --- I've looked to see if pak has a similar mechanism but didn't find anything, so I'm wondering... this is an intentional omission, I assume? 🧐</p>
Egor Kotov 🌐🏃‍♂️🚊🚋🚙<p>The cool things you sometimes find in the CRAN submission queue. <a href="https://harriet-mason.github.io/ggdibbler/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">harriet-mason.github.io/ggdibb</span><span class="invisible">ler/</span></a> a new package to visualize uncertainty. <a href="https://datasci.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a></p>
DSLC Videos<p>Recent <span class="h-card" translate="no"><a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>DSLC</span></a></span> club meetings:</p><p>:rstats: pharmaverse Examples: Demographic Table <a href="https://youtu.be/Gvw7TVzlimg" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/Gvw7TVzlimg</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/pharma" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pharma</span></a> <a href="https://fosstodon.org/tags/pharmaverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pharmaverse</span></a></p><p>From the <span class="h-card" translate="no"><a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>DSLC</span></a></span> :rstats:​chives:</p><p>:rstats: ISLR: Linear Model Selection and Regularization <a href="https://youtu.be/pVonkLjKegg" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/pVonkLjKegg</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p><p>:rstats: R for Data Science: Web scraping <a href="https://youtu.be/Kx5D4sbjQ-k" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/Kx5D4sbjQ-k</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p><p>Visit <a href="https://dslc.video" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">dslc.video</span><span class="invisible"></span></a> for hours of new <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> videos every week!</p>
Data Science<p>Keep track of the TODO notes in your code: <a href="https://github.com/dokato/todor" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/dokato/todor</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/todo" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>todo</span></a></p>
StatistikkR<p>How have I just now found out about the raw strings feature in R?<br><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> </p><p>```R<br>&gt; r"---(this is one long string<br>+ that contains quotes " and parentheses<br>+ as long as there is not the closing parenthesis with at most<br>+ 2 (less than the 3 dashes)--<br>+ i'm still in<br>+ now comes the end)---"<br>[1] "this is one long string\nthat contains quotes \" and parentheses\nas long as there is not the closing parenthesis with at most\n2 (less than the 3 dashes)--\ni'm still in\nnow comes the end"<br>```</p>
blaze.email<p>📊 This week in R</p><p>--&gt; Positron IDE tour<br>--&gt; vcr v2 enhancing usability<br>--&gt; Quarto R package 1.5.0 with new workflow features</p><p><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> </p><p><a href="https://blaze.email/Data-Scientist-(with-R)" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blaze.email/Data-Scientist-(wi</span><span class="invisible">th-R)</span></a></p>
aRtsy_package<p>Today's artwork generated with <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> and <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a>:</p>
rOpenSci<p>Coworking and Office Hours next week!</p><p>Theme: Drawing publication-ready plots using R</p><p>Tuesday August 5th 09:00 Australian Western (01:00 UTC)</p><p>Join <span class="h-card" translate="no"><a href="https://fosstodon.org/@emitanaka" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>emitanaka</span></a></span> and <span class="h-card" translate="no"><a href="https://fosstodon.org/@steffilazerte" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>steffilazerte</span></a></span></p><p>- General coworking<br>- Work on some figures and plots for your own work<br>- Explore ways of making publication-ready plots in R<br>- Chat with Emi and other attendees and discuss our theme!</p><p><a href="https://ropensci.org/events/coworking-2025-08" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ropensci.org/events/coworking-</span><span class="invisible">2025-08</span></a></p><p><a href="https://hachyderm.io/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a><br><span class="h-card" translate="no"><a href="https://a.gup.pe/u/rstats" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>rstats</span></a></span></p>
Lluís Revilla<p>Random linter question 🤔 <br>Is there a <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> linter reverse function? One that given a code detects the patterns it uses?</p><p>function(){<br> return(NULL)<br>}</p><p>Would result in the following rules:<br>- no space before {<br>- two spaces indentation<br>- return at the end of functions</p><p>pkgcheck can do something close to the second rule, but I the rest and other linter aren't available. Ideally the pattern could be machine readable but not important. </p><p><span class="h-card" translate="no"><a href="https://fosstodon.org/@michaelchirico" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>michaelchirico</span></a></span> Perhaps you have some ideas/directions</p>
Bioconductor<p>🔔 Reminder: BioCAsia 2025 – Call for Workshops</p><p>We're putting together the Bioconductor event at ABACBS 2025 in Adelaide and would love to include your workshop!</p><p>🧪 If you’re working on something cool and hands-on with Bioconductor, consider submitting an EOI.<br>🕒 Sessions are 90 minutes, flexible format.<br>📅 Deadline: August 1<br>🌐 Info + submission: <a href="https://biocasia2025.bioconductor.org" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">biocasia2025.bioconductor.org</span><span class="invisible"></span></a></p><p>Let us know if you have questions or want to chat ideas.</p><p><a href="https://genomic.social/tags/Bioconductor" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bioconductor</span></a> <a href="https://genomic.social/tags/BioCAsia2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BioCAsia2025</span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p>
Scott Chamberlain<p>new vcr release v2! </p><p>vcr helps record &amp; replay HTTP interactions in <a href="https://hachyderm.io/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> tests. This is a major update w/ better defaults, enhanced security, new local scoping tools &amp; improved debugging. </p><p>Read the blog post for lots more: <a href="https://recology.info/2025/07/vcr-v2/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">recology.info/2025/07/vcr-v2/</span><span class="invisible"></span></a></p><p>Huge thanks to <span class="h-card" translate="no"><a href="https://fosstodon.org/@hadleywickham" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>hadleywickham</span></a></span> for the majority of work on this release</p><p>📋 <a href="https://github.com/ropensci/vcr/releases/tag/v2.0.0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/ropensci/vcr/releas</span><span class="invisible">es/tag/v2.0.0</span></a><br>📚 <a href="https://docs.ropensci.org/vcr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">docs.ropensci.org/vcr</span><span class="invisible"></span></a> </p><p><a href="https://hachyderm.io/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://hachyderm.io/tags/tests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tests</span></a></p>
Scott Chamberlain<p>new webmockr release v2.2.0, an <a href="https://hachyderm.io/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> package for stubbing and setting expectations on HTTP requests. This update aligns w/ recent crul and vcr releases. webmockr is no longer integrated with vcr, &amp; should make dev of both vcr &amp; webmockr easier</p><p>📋 Release notes: <a href="https://github.com/ropensci/webmockr/releases/tag/v2.2.0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/ropensci/webmockr/r</span><span class="invisible">eleases/tag/v2.2.0</span></a><br>📚 Docs: <a href="https://docs.ropensci.org/webmockr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">docs.ropensci.org/webmockr</span><span class="invisible"></span></a></p>
Scott Chamberlain<p>new crul release v1.6.0. crul is an HTTP client for <a href="https://hachyderm.io/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> This update aligns with recent webmockr and vcr releases - mocking is now handled through R6 client classes instead of the mock() function.</p><p>📋 Release notes: <a href="https://github.com/ropensci/crul/releases/tag/v1.6.0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/ropensci/crul/relea</span><span class="invisible">ses/tag/v1.6.0</span></a><br>📚 Docs: <a href="https://docs.ropensci.org/crul" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">docs.ropensci.org/crul</span><span class="invisible"></span></a></p>
Nicola Rennie<p>For this week's <a href="https://fosstodon.org/tags/TidyTuesday" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TidyTuesday</span></a>, I decided to recreate the most watched movies chart from Netflix's "What We Watched the First Half of 2025" report 📺 (which took longer than I thought it would!)</p><p>📊 {ggpattern} for image-filled bars<br>📷 {imager} for adding lilac fade to images<br>⚪ {elementalist} for rounded corners</p><p>Code: <a href="https://github.com/nrennie/tidytuesday/tree/main/2025/2025-07-29" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/nrennie/tidytuesday</span><span class="invisible">/tree/main/2025/2025-07-29</span></a></p><p><a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataViz</span></a></p>
Lluís Revilla<p>Currently on the Bioconductor &amp; Rust meeting: <a href="https://blog.bioconductor.org/posts/2025-07-09-developers-forum-july28/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.bioconductor.org/posts/20</span><span class="invisible">25-07-09-developers-forum-july28/</span></a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/rust" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rust</span></a> <a href="https://fosstodon.org/tags/rustlang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rustlang</span></a></p>
Dr. Tim Schatto-Eckrodt<p>I recently saw a kind of stacked donut/pie chart that visualized nested count data (e.g. a sample description with two relevant categories, like favorite ice cream and gender) and wondered how I'd do that in <a href="https://social.tchncs.de/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a>.</p><p>So, if you ever want to make a plot like this, here's the <a href="https://social.tchncs.de/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> and <a href="https://social.tchncs.de/tags/dplyr" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dplyr</span></a> code: <a href="https://gist.github.com/Kudusch/577b6f07c686a64a3aace685fd9f3bee" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">gist.github.com/Kudusch/577b6f</span><span class="invisible">07c686a64a3aace685fd9f3bee</span></a></p><p>This wouldn't work well with too many categories and pie charts in general aren't optimal, but for this specific kind/shape of data, I think it works well enough.</p>