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Statistics Globe<p>If you're still using raw R outputs for presentations, it's time for an upgrade! Tools like gtsummary bring your statistical results to life, making them much more digestible for non-technical audiences.</p><p>The visualization included here was originally shared in a post by Dr. Alexander Krannich. Thanks to Alexander for inspiring me to create this post.</p><p>More details are available at this link: <a href="http://eepurl.com/gH6myT" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="">eepurl.com/gH6myT</span><span class="invisible"></span></a></p><p><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/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</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/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coding</span></a></p>
Jumping Rivers<p>New version of R is out!</p><p>Our Data Scientist, Russ Hyde, has put together a quick review of the key features and changes in R 4.5 — from new language features to graphics updates and more.</p><p>📝 Read the full blog post here: <a href="https://www.jumpingrivers.com/blog/whats-new-r45/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">jumpingrivers.com/blog/whats-n</span><span class="invisible">ew-r45/</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/update" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>update</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/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a><br><a href="https://www.jumpingrivers.com/blog/whats-new-r45/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">jumpingrivers.com/blog/whats-n</span><span class="invisible">ew-r45/</span></a></p>
Statistics Globe<p>Handling missing data is a critical step in data analysis, as failing to address it properly can lead to biased results and reduced analytical power. The mice package for R, short for Multivariate Imputation by Chained Equations, provides a robust and flexible framework for handling missing values through multiple imputation.</p><p>The visualizations shown below originate from the package website: <a href="https://github.com/amices/mice" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/amices/mice</span><span class="invisible"></span></a></p><p>More info: <a href="http://eepurl.com/gH6myT" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="">eepurl.com/gH6myT</span><span class="invisible"></span></a></p><p><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/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</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/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a></p>
N-gated Hacker News<p>🐢📚 Ah, the "Big Book of R"—a tome so comprehensive it could double as a doorstop or a weapon in a pinch. It's like someone took the syllabus of every course ever offered in R and threw them into a blender, producing the world's most overwhelming smoothie. 🥤🚀 Who needs concise when you can have a category for every letter of the alphabet, right? 🙄<br><a href="https://www.bigbookofr.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">bigbookofr.com/</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/BigBookOfR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BigBookOfR</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/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/OverwhelmingLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OverwhelmingLearning</span></a> <a href="https://mastodon.social/tags/HumorInTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumorInTech</span></a> <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/ngated" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ngated</span></a></p>
Hacker News<p>Big Book of R</p><p><a href="https://www.bigbookofr.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">bigbookofr.com/</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/BigBookOfR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BigBookOfR</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/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/Analytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Analytics</span></a> <a href="https://mastodon.social/tags/Learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Learning</span></a></p>
Steven P. Sanderson II, MPH<p>💻 Master while loops in R! Learn how to optimize performance, avoid common pitfalls, and write cleaner code. This guide is perfect for R programmers looking to enhance their skills.</p><p>🎯 Check it out: The Complete Guide to While Loops in R here: <a href="https://www.spsanderson.com/steveondata/posts/2025-03-31/" 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/2025-03-31/</span></a></p><p><a href="https://mstdn.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://mstdn.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://mstdn.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mstdn.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mstdn.social/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> <a href="https://mstdn.social/tags/Blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Blog</span></a> <a href="https://mstdn.social/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a></p>
khushnuma<p>Top Skills Every Data Analyst Needs to Master</p><p><a href="https://mastodon.social/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnalysis</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/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SQL</span></a> <a href="https://mastodon.social/tags/Excel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Excel</span></a> <a href="https://mastodon.social/tags/DataCleaning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataCleaning</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/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataMining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataMining</span></a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</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/DataModeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataModeling</span></a> <a href="https://mastodon.social/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BusinessIntelligence</span></a> </p><p>read more: <a href="https://techlatestblog.weebly.com/blog/top-skills-every-data-analyst-needs-to-master" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techlatestblog.weebly.com/blog</span><span class="invisible">/top-skills-every-data-analyst-needs-to-master</span></a></p>
Willa :v_trans: :v_bi:<p>New instance, updated <a href="https://lgbtqia.space/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a>: </p><p>Hi, everyone! :blobcat_box: </p><p>I'm Willa. I work as a med historian and pharmacy assistant at a hospital, but I almost never post about that. I do post a lot of nature pictures, often fungi or insects. I have a degree in <a href="https://lgbtqia.space/tags/mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mathematics</span></a> which I currently only use recreationally. I'm <a href="https://lgbtqia.space/tags/transgender" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>transgender</span></a>, <a href="https://lgbtqia.space/tags/neurodivergent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neurodivergent</span></a>, <a href="https://lgbtqia.space/tags/GenX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenX</span></a>, and <a href="https://lgbtqia.space/tags/SociallyAwkward" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SociallyAwkward</span></a>. Interests include <a href="https://lgbtqia.space/tags/Minecraft" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Minecraft</span></a>, <a href="https://lgbtqia.space/tags/nature" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nature</span></a>, <a href="https://lgbtqia.space/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a>, <a href="https://lgbtqia.space/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a>, <a href="https://lgbtqia.space/tags/hiking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hiking</span></a>, <a href="https://lgbtqia.space/tags/IndianFood" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IndianFood</span></a>, <a href="https://lgbtqia.space/tags/VegetarianCooking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VegetarianCooking</span></a>, <a href="https://lgbtqia.space/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a>, <a href="https://lgbtqia.space/tags/SciFi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SciFi</span></a>, and <a href="https://lgbtqia.space/tags/cats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cats</span></a>. I make quirky <a href="https://lgbtqia.space/tags/music" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>music</span></a> that you can listen to on Bandcamp (<a href="https://lgbtqia.space/tags/electronica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>electronica</span></a>, <a href="https://lgbtqia.space/tags/indietronica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>indietronica</span></a>, <a href="https://lgbtqia.space/tags/hyperpop" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hyperpop</span></a>, <a href="https://lgbtqia.space/tags/ElectronicClassical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElectronicClassical</span></a>).</p>
Jon A. Cruz<p>Anyone know of any good books to get a college sociology student up to speed on <a href="https://mstdn.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a>? For someone who is tech savvy but a non programmer.</p><p> <a href="https://mstdn.social/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://mstdn.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p>
Willa :verifiedtrans: :verifiedbi: :verifiedsappho:<p><a href="https://tech.lgbt/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a> <a href="https://tech.lgbt/tags/TwitterMigration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TwitterMigration</span></a> </p><p>Hi, everyone! :blobcatcomfywave:​</p><p>I'm Willa. I have a degree in <a href="https://tech.lgbt/tags/mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mathematics</span></a>, and I'm currently studying <a href="https://tech.lgbt/tags/dataanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalytics</span></a> online. I'm <a href="https://tech.lgbt/tags/transgender" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>transgender</span></a>, <a href="https://tech.lgbt/tags/neurodivergent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neurodivergent</span></a>, <a href="https://tech.lgbt/tags/genX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genX</span></a>, and <a href="https://tech.lgbt/tags/sociallyawkward" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sociallyawkward</span></a>. Interests include <a href="https://tech.lgbt/tags/Minecraft" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Minecraft</span></a>, <a href="https://tech.lgbt/tags/nature" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nature</span></a>, <a href="https://tech.lgbt/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a>, <a href="https://tech.lgbt/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a>, <a href="https://tech.lgbt/tags/hiking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hiking</span></a>, <a href="https://tech.lgbt/tags/Indianfood" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Indianfood</span></a>, <a href="https://tech.lgbt/tags/vegetariancooking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vegetariancooking</span></a>, <a href="https://tech.lgbt/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a>, and <a href="https://tech.lgbt/tags/cats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cats</span></a>. I make quirky <a href="https://tech.lgbt/tags/music" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>music</span></a> that you can listen to on Bandcamp (<a href="https://tech.lgbt/tags/electronica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>electronica</span></a>, <a href="https://tech.lgbt/tags/indietronica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>indietronica</span></a>, <a href="https://tech.lgbt/tags/hyperpop" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hyperpop</span></a>, <a href="https://tech.lgbt/tags/electronicclassical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>electronicclassical</span></a>)</p>