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Simon P. Couch<p>chores 0.2.0 is now on CRAN! </p><p>chores provides an extensible library of LLM assistants for <a href="https://rstats.me/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a>. This release makes the addin's UI more intuitive and makes it simpler to add custom prompts to the package.</p><p>More on chores: <a href="https://posit.co/blog/introducing-chores/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">posit.co/blog/introducing-chor</span><span class="invisible">es/</span></a></p>
Posit<p>Posit Package Manager v2025.04.0 is here! 💪 </p><p>Secure with authenticated repos (API tokens!), simplify compliance by omitting archived packages, and meet enterprise security with encryption key rotation.</p><p>Learn more: <a href="https://posit.co/blog/posit-package-manager-2025-04-0/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">posit.co/blog/posit-package-ma</span><span class="invisible">nager-2025-04-0/</span></a></p><p><a href="https://fosstodon.org/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> <a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opensource</span></a> <a href="https://fosstodon.org/tags/security" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>security</span></a> <a href="https://fosstodon.org/tags/compliance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>compliance</span></a> <a href="https://fosstodon.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p>
Jakub Nowosad<p>🔍 Interested in spatial machine learning with R?🌍<br>We compare caret, tidymodels, and mlr3 for spatial tasks — and show how their workflows differ.</p><p>Read it here: <a href="https://geocompx.org/post/2025/sml-bp1/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">geocompx.org/post/2025/sml-bp1</span><span class="invisible">/</span></a> </p><p><a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://fosstodon.org/tags/SpatialAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SpatialAnalysis</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rspatial</span></a></p>
Yani Bellini Saibene<p>3/ 📅 Tenés tiempo hasta hoy, 30 de abril (cualquier lugar en la tierra) para enviar tu solicitud.</p><p>Toda la info y el formulario están acá:<br>🔗 <a href="https://champions-program.ropensci.org" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">champions-program.ropensci.org</span><span class="invisible"></span></a></p><p>¡No te pierdas esta oportunidad de crecer junto a una comunidad global comprometida con la ciencia abierta!</p><p>🚀 ¡Te esperamos! <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RStatsES" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStatsES</span></a> <a href="https://rstats.me/tags/OpenScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenScience</span></a> <a href="https://rstats.me/tags/OpenData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenData</span></a> <a href="https://rstats.me/tags/FOSS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FOSS</span></a> <a href="https://rstats.me/tags/RSE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RSE</span></a></p>
Yani Bellini Saibene<p>🧵1/ ¡Hoy es el último día para postular al programa de Campeones de <span class="h-card" translate="no"><a href="https://hachyderm.io/@rOpenSci" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>rOpenSci</span></a></span> 2025!</p><p>Si te interesa el software abierto para ciencia y querés crecer como líder en tu comunidad, ¡esta oportunidad es para vos!</p><p>🌍 Con foco en America Latina y en castellano!</p><p><a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RStatsES" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStatsES</span></a> <a href="https://rstats.me/tags/CienciaAbierta" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CienciaAbierta</span></a> <a href="https://rstats.me/tags/LatAm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LatAm</span></a> <a href="https://rstats.me/tags/OpenScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenScience</span></a></p>
boB Rudis 🇺🇦 🇬🇱 🇨🇦<p>Today's Drop covers a new (to me, anyway) twelve 12-bit color palette.</p><p>It has a named <a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> list for the palette in the Drop, but I also made some "bit12" scale functions for {ggplot2} and added them {hrbrthemes}.</p><p><a href="https://codeberg.org/hrbrmstr/hrbrthemes" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">codeberg.org/hrbrmstr/hrbrthem</span><span class="invisible">es</span></a></p>
Henrik Sørlie<p>Are you an academic working with quantitative methods in the social sciences, on <a href="https://social.vivaldi.net/tags/Linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Linux</span></a> ? I’m looking for recommendations for specs on a laptop, as I’m considering moving from macOS. I’m eyeballing <span class="h-card" translate="no"><a href="https://linuxrocks.online/@tuxedocomputers" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>tuxedocomputers</span></a></span> ’s product lineup. However, I’m not used to having an opinion on AMD vs Intel processors and the like. Does it matter? Also, not sure how powerful processor or how much memory my normal workflow will need on Linux, but it’s probably different from on my Mac. Normal workflow includes <a href="https://social.vivaldi.net/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> , <span class="h-card" translate="no"><a href="https://mastodon.cloud/@rstudio" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>rstudio</span></a></span> , <span class="h-card" translate="no"><a href="https://fosstodon.org/@zotero" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>zotero</span></a></span> , <span class="h-card" translate="no"><a href="https://fosstodon.org/@libreoffice" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>libreoffice</span></a></span> and <span class="h-card" translate="no"><a href="https://social.vivaldi.net/@Vivaldi" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>Vivaldi</span></a></span> . "How much machine" do you need in order to render a manuscript in quarto reasonably fast, including "normal" analyses like SEM, composite reliability etc., or do stuff like multiple imputation? I do realise this is like asking "how long is a fish?", and I’m sorry. But any pointer or real life experience is welcome as I have absolutely no clue myself, if I need a top of the line machine or could settle for almost anything. If you're frequently annoyed at having to wait for too long while running a CFA on an n = 3000 sample I'd love to know what specs you have, for example. I do have opinions about screen size, resolution, connectivity and such though. <a href="https://social.vivaldi.net/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://social.vivaldi.net/tags/AcademicChatter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AcademicChatter</span></a> <a href="https://social.vivaldi.net/tags/psychology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>psychology</span></a> <a href="https://social.vivaldi.net/tags/Statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Statistics</span></a></p>
Achim Zeileis<p>🚨 New <a href="https://fosstodon.org/tags/rexams" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rexams</span></a> version 2.4-2 out on CRAN <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> </p><p>- exams2moodle: Fixed schoice evaluation in cloze exercises</p><p>- exams2nops: New features in nops_fix, nops_eval, ...</p><p>- exams2pdf: Facilitate customization</p><p>See the NEWS for more details.</p><p><a href="https://CRAN.R-project.org/package=exams" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">CRAN.R-project.org/package=exa</span><span class="invisible">ms</span></a></p>
Nicola Rennie<p>📆 30 Days.<br>📊 30 Charts. <br>💻 1 Dataset. </p><p>The 2025 <a href="https://fosstodon.org/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>30DayChartChallenge</span></a> is done ✅ </p><p>Blog post coming soon!</p><p><a href="https://fosstodon.org/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>30DayChartChallenge</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataViz</span></a> <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ggplot2</span></a> <a href="https://fosstodon.org/tags/D3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>D3</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a></p>
Nicola Rennie<p>It's the last day of the <a href="https://fosstodon.org/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>30DayChartChallenge</span></a>, and the final prompt is "National Geographic Theme" so here's my first and only map created for the challenge!</p><p>📊 Made with <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a><br>🎨 Colours inspired by National Geographic logo<br>📦 {ggpattern} to use striped areas for missing data</p><p><a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataViz</span></a> <a href="https://fosstodon.org/tags/Day30" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Day30</span></a> <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ggplot2</span></a></p>
Elio Campitelli<p><span class="h-card" translate="no"><a href="https://fosstodon.org/@paocorrales" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>paocorrales</span></a></span> and I got a paper published! reproducibility.rocks has now been published in the Journal of Open Source Education. </p><p><a href="https://jose.theoj.org/papers/10.21105/jose.00260" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jose.theoj.org/papers/10.21105</span><span class="invisible">/jose.00260</span></a></p><p><a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p>
Bruno Rodrigues :rstats: :tux:<p>New youtube video: aider, a tool to make LLMs aware of your codebase</p><p><a href="https://youtu.be/-BO3lf5Eehc" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/-BO3lf5Eehc</span><span class="invisible"></span></a></p><p><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLM</span></a> <a href="https://fosstodon.org/tags/aider" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aider</span></a> <a href="https://fosstodon.org/tags/aidermacs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aidermacs</span></a></p>
Josiah<p>Soooo. can :rstats: get a formal RFP process? Like...where are we with format strings? </p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a></p>
The Observations<p>Somewhat enthusiastic in seeing that Quarto version 1.7 has a much better way of handling dark and light mode output with support in single page html. Combined with imagemagick package, it even allows for automatic colour inversion for images not generated by code. </p><p><a href="https://mstdn.social/tags/quarto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quarto</span></a> <a href="https://mstdn.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://mstdn.social/tags/DarkMode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DarkMode</span></a></p>
Posit<p>We’re excited to announce that the full session catalog for posit::conf(2025) has launched! </p><p>View 100+ talks, sort by day and session type, and add favorites to your schedule: <a href="https://reg.rainfocus.com/flow/posit/positconf25/attendee-portal/page/sessioncatalog" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">reg.rainfocus.com/flow/posit/p</span><span class="invisible">ositconf25/attendee-portal/page/sessioncatalog</span></a></p><p>You won’t want to miss out on all these exciting sessions! Our Early Bird discount is available for a few more weeks before pricing increases to full price - get your ticket for posit::conf(2025) now!</p><p><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/PositConf2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PositConf2025</span></a></p>
PabloTe<p>📢 ¡Lanzamos la web de Estación R!</p><p>Nuestro nuevo sitio reúne todo lo que hacemos para impulsar el aprendizaje y el uso estratégico de datos:<br>✔️ Cursos<br>✔️ Casos de impacto<br>✔️ Recursos y blog<br>✔️ Servicios para organizaciones</p><p>🧠 Mañana abrimos inscripciones a Dominando R: Potenciá tu Código 🚀</p><p>👉 <a href="https://estacion-r.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">estacion-r.com/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/Estaci%C3%B3nR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EstaciónR</span></a> <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/Datos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Datos</span></a> <a href="https://mastodon.social/tags/Aprendizaje" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Aprendizaje</span></a> <a href="https://mastodon.social/tags/Consultor%C3%ADa" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Consultoría</span></a> <a href="https://mastodon.social/tags/DataCommunity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataCommunity</span></a> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/rstats" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>rstats</span></a></span></p>
Damiano Cerasuolo<p>Oh, and yeah, we published that a few weeks ago: <a href="https://academic.oup.com/ckj/article/18/4/sfaf028/8024413" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">academic.oup.com/ckj/article/1</span><span class="invisible">8/4/sfaf028/8024413</span></a> </p><p><a href="https://scholar.social/tags/ADPKD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ADPKD</span></a> <a href="https://scholar.social/tags/kidney" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>kidney</span></a> <a href="https://scholar.social/tags/epidemiology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>epidemiology</span></a> <a href="https://scholar.social/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://scholar.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://scholar.social/tags/MedMastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MedMastodon</span></a> <a href="https://scholar.social/tags/medicine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>medicine</span></a></p>
Nicola Rennie<p>It's almost the end of the <a href="https://fosstodon.org/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>30DayChartChallenge</span></a> and for the prompt of "Extraterrestrial", I decided to make a chart designed in the style of an extraterrestrial who has never heard of good data visualisation principles! 📊 </p><p>How many chart crimes can you spot? 🕵️‍♂️ </p><p><a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataViz</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ggplot2</span></a> <a href="https://fosstodon.org/tags/Day29" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Day29</span></a></p>
paocorrales<p>Edit: thanks for the boost and suggestions! There are very nice projects in this thread now!</p><p>I'm looking for an example of a research project hosted on GitHub. I want to show how people collaborate using issues and PR in an upcoming presentation. </p><p>Any suggestions? Thanks! </p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/Research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Research</span></a></p>
rOpenSci<p>Coworking and Office Hours next week!</p><p>Theme: Writing functions in R</p><p>Tuesday May 6th 09:00 Australian Western (01:00 UTC)</p><p>Join <span class="h-card" translate="no"><a href="https://aus.social/@njtierney" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>njtierney</span></a></span> and <span class="h-card" translate="no"><a href="https://fosstodon.org/@steffilazerte" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>steffilazerte</span></a></span></p><p>- General coworking<br>- Write some functions!<br>- Explore new or interesting ways of writing functions in R<br>- Chat with Nick and other attendees and discuss ways of writing functions from simple to complex</p><p><a href="https://ropensci.org/events/coworking-2025-05" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ropensci.org/events/coworking-</span><span class="invisible">2025-05</span></a></p><p><a href="https://hachyderm.io/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">@<span>rstats</span></a></span></p>