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#rshiny

8 posts7 participants2 posts today
James Balamuta<p>From app to container in one command: export()</p><p>{shinydocker} is a new experimental R package handling Docker containerization for both R &amp; Python Shiny apps. It auto-detects dependencies and app type. </p><p>💻 Code: <a href="https://github.com/coatless-rpkg/shinydocker" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/coatless-rpkg/shiny</span><span class="invisible">docker</span></a><br>🔗 Post: <a href="https://blog.thecoatlessprofessor.com/programming/r/rethinking-shiny-containerization-the-shinydocker-experiment/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.thecoatlessprofessor.com/</span><span class="invisible">programming/r/rethinking-shiny-containerization-the-shinydocker-experiment/</span></a></p><p><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/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> <a href="https://mastodon.social/tags/pyshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pyshiny</span></a> <a href="https://mastodon.social/tags/docker" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>docker</span></a></p>
James Balamuta<p>Looking forward to a (virtual) homecoming next week! Guest lecturing at my alma mater for STAT 447 @ UIUC on Wednesday, April 9, 6pm Central.</p><p>Shiny Without Boundaries: One App, Multiple Destinations</p><p>Deploy your <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/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> apps anywhere: cloud, desktop, browser &amp; beyond.</p>
Jumping Rivers<p>Happy to announce our first speaker for the Shiny in Production Conference—Colin Fay! 🎉 He’ll be presenting 'After {shiny} — Bringing R to Mobile with webR'. </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/Rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Rshiny</span></a> <a href="https://fosstodon.org/tags/ShinyinProduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ShinyinProduction</span></a><br><a href="https://shiny-in-production.jumpingrivers.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">shiny-in-production.jumpingriv</span><span class="invisible">ers.com/</span></a></p>
Sharon Machlis<p>Maybe Shiny is playing an April Fools trick on me? My R Shiny app works fine in RStudio *on my Shiny Web server* but not at its URL. All my other Shiny apps work fine on that server at their URLs. Sigh. Don't see anything useful in my logs.<br>The app will work on shinyapps.io so I guess that's what I'll use meanwhile.<br><a href="https://masto.machlis.com/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a> <a href="https://masto.machlis.com/tags/RShiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RShiny</span></a></p>
Jumping Rivers<p>Abstract submissions for Shiny in Production Conference closes this Thursday, April 3rd! 📅 Don't miss your chance to share your insights with the Shiny community!</p><p><a href="https://fosstodon.org/tags/ShinyInProduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ShinyInProduction</span></a> <a href="https://fosstodon.org/tags/RShiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RShiny</span></a> <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/CallForSpeakers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CallForSpeakers</span></a> <br><a href="https://shiny-in-production.jumpingrivers.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">shiny-in-production.jumpingriv</span><span class="invisible">ers.com/</span></a></p>
James Balamuta<p>Introducing dockitect: A new <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> 📦 for programmatically creating and managing Dockerfiles 🐳 with pipe-friendly syntax! </p><p>Quickly containerize your R projects with specialized templates for scripts, <a href="https://mastodon.social/tags/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> apps, and more. </p><p>💻 Code: <a href="https://github.com/coatless-rpkg/dockitect" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/coatless-rpkg/docki</span><span class="invisible">tect</span></a><br>📝 Post: <a href="https://blog.thecoatlessprofessor.com/programming/r/introducing-dockitect-making-docker-feel-more-native-to-r/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.thecoatlessprofessor.com/</span><span class="invisible">programming/r/introducing-dockitect-making-docker-feel-more-native-to-r/</span></a></p>
Jumping Rivers<p>The third blog in our Sparklines in R series is here!</p><p>Discover how to create sparklines in Reactable tables within a Shiny app in our latest post by Data Scientist Osheen MacOscar.</p><p><a href="https://fosstodon.org/tags/Rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Rshiny</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/Blogs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Blogs</span></a> <br><a href="https://www.jumpingrivers.com/blog/sparkline-reactable-shiny/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">jumpingrivers.com/blog/sparkli</span><span class="invisible">ne-reactable-shiny/</span></a></p>
Bjørnar (he/him)<p>This methylation data cleaning flow uses Shiny to show QC plots and I hate it so much. These are huge data files and there&#39;s nothing in the app to indicate whether there&#39;s no plot shown because the data is still being processed or some other reason ... or so I believe, I haven&#39;t let it run for infinite time yet, so some sort of notification could show up after a few hours. <br /><a href="https://social.coop/tags/r" class="mention hashtag" rel="tag">#<span>r</span></a> <a href="https://social.coop/tags/rShiny" class="mention hashtag" rel="tag">#<span>rShiny</span></a></p>
Sébastien Plutniak<p>Discover the "archeofrag.gui" application/R package, a tool for refitting and spatial analysis in archaeology:</p><p><a href="https://analytics.huma-num.fr/Sebastien.Plutniak/archeofrag/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">analytics.huma-num.fr/Sebastie</span><span class="invisible">n.Plutniak/archeofrag/</span></a></p><p><a href="https://archaeo.social/tags/archaeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>archaeology</span></a> <a href="https://archaeo.social/tags/Rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Rstats</span></a> <a href="https://archaeo.social/tags/Rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Rshiny</span></a></p>
James Balamuta<p>Ever wished your Shiny app could travel anywhere, anytime?</p><p>Coming soon... a tool that turns your <a href="https://mastodon.social/tags/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> or <a href="https://mastodon.social/tags/pyshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pyshiny</span></a> app dreams into portable reality. ✨</p><p><a href="https://mastodon.social/tags/docker" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>docker</span></a></p>
DSLC Videos<p>From the <span class="h-card" translate="no"><a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>DSLC</span></a></span> :rstats:​chives:</p><p>:rstats: "ggplot2: Scales and guides" <a href="https://youtu.be/O5DxQg8gyf0" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/O5DxQg8gyf0</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "Mastering Shiny: Packages" <a href="https://youtu.be/_POCL1OHvyw" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/_POCL1OHvyw</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "Bayes Rules! Balance and Sequentiality in Bayesian Analyses"<br><a href="https://youtu.be/LonmgZxBDk8" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/LonmgZxBDk8</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "R Packages: Q&amp;A with Jenny Bryan" <a href="https://youtu.be/fuFjAj1_Xq0" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/fuFjAj1_Xq0</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>Visit <a href="https://dslc.video" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#<span>DataScience</span></a> videos every week!</p>
DSLC Videos<p>From the <span class="h-card" translate="no"><a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>DSLC</span></a></span> :rstats:​chives:</p><p>:rstats: "rlang docs: Including function calls in error messages"<br><a href="https://youtu.be/dYshS8tgGto" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/dYshS8tgGto</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "DSLC Shiny Club:25-02-07" <a href="https://youtu.be/EeYsaBg3gO0" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/EeYsaBg3gO0</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/PyShiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PyShiny</span></a> <a href="https://fosstodon.org/tags/RShiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RShiny</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "Feature Engineering: Global Search Methods" <a href="https://youtu.be/wT3KfW2gUgM" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/wT3KfW2gUgM</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>:rstats: "Advanced R: Quasiquotation" <a href="https://youtu.be/8LPw_VTBsmQ" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/8LPw_VTBsmQ</span><span class="invisible"></span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p><p>Visit <a href="https://dslc.video" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#<span>DataScience</span></a> videos every week!</p>
Posit<p>Excited for ShinyConf 2025!? <br>Don't miss Barret Schloerke's talk, "AI Kung-Fu: Training your model in Two Function Calls". </p><p>Barret will demonstrate how to create system prompts for Python packages using just two function calls, enabling LLMs to interact with custom tools seamlessly.</p><p>Attend ShinyConf 2025 (Apr 9-11), a global virtual conference focused on Shiny and data-driven applications. Discover more and register at <a href="https://www.shinyconf.com/agenda" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">shinyconf.com/agenda</span><span class="invisible"></span></a>. </p><p><a href="https://fosstodon.org/tags/ShinyConf2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ShinyConf2025</span></a> <a href="https://fosstodon.org/tags/RShiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RShiny</span></a> <a href="https://fosstodon.org/tags/ShinyForPython" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ShinyForPython</span></a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p>
Posit<p>We're thrilled about ShinyConf 2025 (April 9-11), a global virtual event for all things Shiny. </p><p>We're particularly excited about the keynote: "AI and Shiny" by Winston Chang. He'll explore LLMs + Shiny. Learn how to leverage AI capabilities within your Shiny apps, and discover how AI can make the Shiny development process faster and more enjoyable.</p><p>Don't miss out on learning about the latest advancements in Shiny. Register today at shinyconf.com/agenda. </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/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> <a href="https://fosstodon.org/tags/shinyforpython" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shinyforpython</span></a></p>
Posit<p>Are you a Shiny Developer? Don't miss ShinyConf 2025!<br>Appsilon and the ShinyConf program committee have announced the agenda, and Posit is excited to be among the speakers unveiling advancements and practical applications of Shiny, especially in the rapidly evolving world of AI. </p><p>Learn more about Posit's speakers are ShinyConf 2025, April 9-11, on the Posit Blog: <a href="https://posit.co/blog/posit-at-shinyconf-2025/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">posit.co/blog/posit-at-shinyco</span><span class="invisible">nf-2025/</span></a> </p><p><a href="https://fosstodon.org/tags/shinyconf2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shinyconf2025</span></a> <a href="https://fosstodon.org/tags/rshiny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rshiny</span></a> <a href="https://fosstodon.org/tags/shinyforpython" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shinyforpython</span></a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a></p>
Public
James Balamuta

Toying around with a proof of concept for async programming in Shiny! Queue Monte Carlo simulations, Bootstrap sampling, or Time Series forecasting that run in the background while you continue working. Job queue persists across sessions so your analyses keep running even when you disconnect.

Full code coming soon—check out the gif for a sneak peek!

#rstats#rshiny
Public
DSLC Videos

Recent @DSLC club meetings:

:rstats: The Effect: A Gallery of Rogues: Other Methods youtu.be/fxO_B3oT0ac

:python: Generative AI Handbook: & Chapter 12 Decoder-Only Transformers
youtu.be/RiXLq-wY9hM

:rstats: Health Metrics and the Spread of Infectious Diseases: Causes and Risks
youtu.be/Y0HVYdb8Ie8

🔵 Shiny Club youtu.be/qo3ge3Qck6Q

Visit dslc.video for hours of new #DataScience videos every week!

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