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Hacker News<p>WebR – R in the Browser</p><p><a href="https://docs.r-wasm.org/webr/latest/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">docs.r-wasm.org/webr/latest/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/WebR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebR</span></a> <a href="https://mastodon.social/tags/RInTheBrowser" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RInTheBrowser</span></a> <a href="https://mastodon.social/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://mastodon.social/tags/WebAssembly" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebAssembly</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a></p>
Steven Sanderson<p>Today's post is on adding a totals row in <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a></p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-28/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-07-28/</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Blog</span></a> <a href="https://rstats.me/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coding</span></a></p>
Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</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/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Leanpub<p>Probability of Default Rating Modeling with R by Andrija Djurovic <a href="https://leanpub.com/pdrmwr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">leanpub.com/pdrmwr</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/books" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>books</span></a> <a href="https://mastodon.social/tags/ebooks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ebooks</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a></p><p>This book bridges theory and practice in PD rating modeling, offering practical steps, real-world examples, and a focus on design. It enables readers to shape customized solutions for diverse institutions, transforming the landscape of credit risk modeling. </p><p>Find it on Leanpub!</p>
Steven Sanderson<p>Just added random_geometric_walk() to the <a href="https://rstats.me/tags/dev" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dev</span></a> version of my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> </p><p>You can install it from <a href="https://rstats.me/tags/GitHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GitHub</span></a> </p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Geometric" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Geometric</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven Sanderson<p>Another <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Stochastic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Stochastic</span></a> <a href="https://rstats.me/tags/Walk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Walk</span></a> added to my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> dev version, this time it is random_multinomial_walk(). As of now you can only generate a single trial but I'll work on it in the future, for now, let's just gt it into dev and move down the list.</p><p><a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a></p>
Steven Sanderson<p>Another new <a href="https://rstats.me/tags/RandomWalk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalk</span></a> function for my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> this time for a <a href="https://rstats.me/tags/Discrete" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Discrete</span></a> <a href="https://rstats.me/tags/Distribution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Distribution</span></a> of the Negative Binomial. This is in Dev.</p><p><a href="https://rstats.me/tags/RandomWalk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalk</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Rcode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Rcode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven Sanderson<p>I did another post on use with() and within() from Base R, simply because it bears repeating. I don't think it gets enough eyeballs.</p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-14/index.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-07-14/index.html</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/BaseR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BaseR</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a></p>
Steven Sanderson<p>Just added random_smirnov_walk() to the <a href="https://rstats.me/tags/dev" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dev</span></a> version of my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> </p><p><a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a></p>
Steven Sanderson<p>Now I have added the t-distribution as well.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/RandomWaker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWaker</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven Sanderson<p>Next up on the list for my RandomWalker package is random_uniform_walk() which uses the runif() as it's base.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> <a href="https://rstats.me/tags/RandomWalks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalks</span></a> <a href="https://rstats.me/tags/tidy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidy</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a></p>
Steven Sanderson<p>Next up and last for today is the rweibull distribution from base R added to RandomWalker development.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/TidyData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TidyData</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> <a href="https://rstats.me/tags/RandomWalks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalks</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://rstats.me/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coding</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a></p>
Steven Sanderson<p>Today I did another post on the diff() function in base <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a></p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-07/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-07-07/</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://rstats.me/tags/Diff" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Diff</span></a> <a href="https://rstats.me/tags/Differencing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Differencing</span></a> <a href="https://rstats.me/tags/Vector" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Vector</span></a> <a href="https://rstats.me/tags/TimeSeries" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TimeSeries</span></a> <a href="https://rstats.me/tags/Blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Blog</span></a></p>
Jyoti Bhogal<p>👉 𝐁𝐥𝐨𝐠 𝟏: {𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞𝐫𝐯𝐢𝐬}: 𝐀𝐧 𝐑 𝐩𝐚𝐜𝐤𝐚𝐠𝐞 𝐭𝐨 𝐬𝐲𝐧𝐭𝐡𝐞𝐬𝐢𝐬𝐞 𝐚𝐧𝐝 𝐯𝐢𝐬𝐮𝐚𝐥𝐢𝐬𝐞 𝐜𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐝𝐚𝐭𝐚 - 𝐏𝐚𝐫𝐭 𝟏: <a href="https://jyoti-bhogal.github.io/about-me/blog/2025-04-17_generatervis_blog_1/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jyoti-bhogal.github.io/about-m</span><span class="invisible">e/blog/2025-04-17_generatervis_blog_1/</span></a> </p><p>👉 𝐁𝐥𝐨𝐠 𝟐: {𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞𝐫𝐯𝐢𝐬}: 𝐀𝐧 𝐑 𝐩𝐚𝐜𝐤𝐚𝐠𝐞 𝐭𝐨 𝐬𝐲𝐧𝐭𝐡𝐞𝐬𝐢𝐬𝐞, 𝐯𝐢𝐬𝐮𝐚𝐥𝐢𝐬𝐞 𝐜𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐝𝐚𝐭𝐚, 𝐚𝐧𝐝 𝐜𝐫𝐞𝐚𝐭𝐞 𝐚 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰 - 𝐏𝐚𝐫𝐭 𝟐: <a href="https://jyoti-bhogal.github.io/about-me/blog/2025-04-29_generatervis_blog_2/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jyoti-bhogal.github.io/about-m</span><span class="invisible">e/blog/2025-04-29_generatervis_blog_2/</span></a> </p><p>Let me know your thoughts on the same!</p><p>I am glad to have worked collaboratively with my team - Edward Kao, Emily Wu, and Jessica Roa. Thank you, <span class="h-card" translate="no"><a href="https://disabled.social/@rowlandm" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>rowlandm</span></a></span>, for your mentorship!<br><a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://mastodon.social/tags/software" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>software</span></a> <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/genomics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genomics</span></a> <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/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a></p>
Posit<p>Ever wonder how the <a href="https://fosstodon.org/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a> came to be? 🤔 <a href="https://fosstodon.org/tags/TheTestSet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheTestSet</span></a> 's first episode features <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> on his accidental empire of <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> packages, bear encounters, and more!</p><p>Stream "Spreadsheets, bikes, and the accidental empire of R packages" at:</p><p>• <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><br>• Spotify: <a href="https://open.spotify.com/episode/7Cta4KzehwPpM3P6fHaqfQ?si=eJXDgBaeT9WS5BeTiVOh-w" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">open.spotify.com/episode/7Cta4</span><span class="invisible">KzehwPpM3P6fHaqfQ?si=eJXDgBaeT9WS5BeTiVOh-w</span></a><br>• Apple Podcasts: <a href="https://podcasts.apple.com/us/podcast/spreadsheets-bikes-and-the-accidental-empire-of/id1823736938?i=1000715173867" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">podcasts.apple.com/us/podcast/</span><span class="invisible">spreadsheets-bikes-and-the-accidental-empire-of/id1823736938?i=1000715173867</span></a></p><p><a href="https://fosstodon.org/tags/DataAnalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnalytics</span></a> <a href="https://fosstodon.org/tags/PodcastLaunch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PodcastLaunch</span></a> <a href="https://fosstodon.org/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://fosstodon.org/tags/Podcast" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Podcast</span></a></p>
Statistics Globe<p>Using dplyr and ggplot2 in R can significantly streamline your data analysis process, making it easier to work with complex data sets.</p><p>I have created a video tutorial in collaboration with Albert Rapp, where I demonstrate how to do this in practice: <a href="https://www.youtube.com/watch?v=EKISB0gnue4" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=EKISB0gnue4</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coding</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a></p>
Steven P. Sanderson II, MPH<p>Today was another post on using xtabs() in R <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <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=%23Blog" target="_blank">#Blog</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Code" target="_blank">#Code</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-06-30/" rel="nofollow noopener" target="_blank">www.spsanderson.com/steveondata/...</a><br><br><a href="https://www.spsanderson.com/steveondata/posts/2025-06-30/" rel="nofollow noopener" target="_blank">How to Use xtabs() in R to Cal...</a></p>
Steven Sanderson<p>Today was another post on using xtabs() in R</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/Blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Blog</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> </p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-06-30/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-06-30/</span></a></p>
Steven Sanderson<p>Yes I just added 20 issues to my <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://rstats.me/tags/GitHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GitHub</span></a> repo! Yes there are 20 more distributions coming to RandomWalker :)</p><p>Issues: <a href="https://github.com/spsanderson/RandomWalker/issues" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/spsanderson/RandomW</span><span class="invisible">alker/issues</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> <a href="https://rstats.me/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tech</span></a></p>
R Consortium<p>3 great free R Consortium webinars coming up this next week! Register now!</p><p>1 of 3 </p><p>"Scaling the r-spatial ecosystem for the modern composable data pipeline"</p><p>with Dewey Dunnington (<span class="h-card" translate="no"><a href="https://fosstodon.org/@paleolimbot" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>paleolimbot</span></a></span>), Senior Software Engineer at Wherobots</p><p>June 24, 1pm ET</p><p>Register now! <a href="https://r-consortium.org/webinars/scaling-the-r-spatial-ecosystem-for-the-modern-composable-data-pipeline.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">r-consortium.org/webinars/scal</span><span class="invisible">ing-the-r-spatial-ecosystem-for-the-modern-composable-data-pipeline.html</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/RStatsCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStatsCommunity</span></a> <a href="https://fosstodon.org/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://fosstodon.org/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a></p>