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Sharon Machlis<p>The new {sumvar} <a href="https://masto.machlis.com/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> 📦 is an interesting new entry to the R exploratory data analysis landscape. It aims to "rapidly summarise and visualise variables with one-line commands, bringing the brilliant tab and sum functions from stata, to R," says author ‬ Alex Stockdale. On CRAN. <a href="https://masto.machlis.com/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> <br><a href="https://alstockdale.github.io/sumvar/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">alstockdale.github.io/sumvar/</span><span class="invisible"></span></a></p><p>wxdata |&gt; dist_sum(avg_temp) produced:</p>
smeikx<p><span class="h-card" translate="no"><a href="https://fosstodon.org/@kicad" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>kicad</span></a></span> If anybody reading the replies wants an alternative that works well with Wayland maybe check out Horizon EDA: <a href="https://horizon-eda.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">horizon-eda.org/</span><span class="invisible"></span></a></p><p><a href="https://graz.social/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>linux</span></a> <a href="https://graz.social/tags/wayland" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wayland</span></a> <a href="https://graz.social/tags/eda" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eda</span></a></p>
Bytes Europe<p>Opinion | US-China trade war goes nuclear with Trump’s chip software ban <a href="https://www.byteseu.com/1074691/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">byteseu.com/1074691/</span><span class="invisible"></span></a> <a href="https://pubeurope.com/tags/AscendAIChip" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AscendAIChip</span></a> <a href="https://pubeurope.com/tags/Beijing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Beijing</span></a> <a href="https://pubeurope.com/tags/Boeing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Boeing</span></a> <a href="https://pubeurope.com/tags/CadenceDesignSystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CadenceDesignSystems</span></a> <a href="https://pubeurope.com/tags/China" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>China</span></a> <a href="https://pubeurope.com/tags/ChineseAIModel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChineseAIModel</span></a> <a href="https://pubeurope.com/tags/DeepSeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepSeek</span></a> <a href="https://pubeurope.com/tags/DonaldTrump" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DonaldTrump</span></a> <a href="https://pubeurope.com/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> <a href="https://pubeurope.com/tags/EmpyreanTechnology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EmpyreanTechnology</span></a> <a href="https://pubeurope.com/tags/Huawei" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Huawei</span></a> <a href="https://pubeurope.com/tags/JensenHuang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JensenHuang</span></a> <a href="https://pubeurope.com/tags/Nuclear" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nuclear</span></a> <a href="https://pubeurope.com/tags/Nvidia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nvidia</span></a> <a href="https://pubeurope.com/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAI</span></a> <a href="https://pubeurope.com/tags/PresidentXi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PresidentXi</span></a></p>
James :csharp: :aws_logo:<p>Thin vs thick events, a common question in event-driven systems? But if you choose thin events, how do your consumers reach back and get additional information in a way that doesn't cause your system to fail?</p><p>That's exactly what you'll learn in this weeks video, the smartest approach to callbacks in event-driven systems.</p><p><a href="https://hachyderm.io/tags/serverless" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>serverless</span></a> <a href="https://hachyderm.io/tags/dotnet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dotnet</span></a> <a href="https://hachyderm.io/tags/eda" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eda</span></a></p><p><a href="https://youtu.be/QOvCa4aDF-Q" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/QOvCa4aDF-Q</span><span class="invisible"></span></a></p>
Data Quine<p>Your AI can’t see gorillas – Chiraag Gohel <br>A comparison of LLMs’ ability to perform exploratory data analysis</p><p><a href="https://chiraaggohel.com/posts/llms-eda/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">chiraaggohel.com/posts/llms-ed</span><span class="invisible">a/</span></a></p><p><a href="https://datasci.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://datasci.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://datasci.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://datasci.social/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a></p>
Chi ha ucciso Il Conte?<p>Back to work on project Chowndolo! Improving the PCB design and making refinements using KiCad. Excited to take this to the next level...<br><a href="https://c.im/tags/PCBDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PCBDesign</span></a> <a href="https://c.im/tags/KiCad" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KiCad</span></a> <a href="https://c.im/tags/OpenSourceHardware" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSourceHardware</span></a> <a href="https://c.im/tags/Electronics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Electronics</span></a> <a href="https://c.im/tags/Engineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Engineering</span></a> <a href="https://c.im/tags/HardwareDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HardwareDesign</span></a> <a href="https://c.im/tags/Maker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Maker</span></a> <a href="https://c.im/tags/DIYTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DIYTech</span></a> <a href="https://c.im/tags/EmbeddedSystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EmbeddedSystems</span></a> <a href="https://c.im/tags/CircuitDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CircuitDesign</span></a> <a href="https://c.im/tags/TechInnovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechInnovation</span></a> <a href="https://c.im/tags/ProductDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ProductDevelopment</span></a> <a href="https://c.im/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> <a href="https://c.im/tags/SchematicDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SchematicDesign</span></a> <a href="https://c.im/tags/Prototype" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Prototype</span></a> <a href="https://c.im/tags/IoT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IoT</span></a> <a href="https://c.im/tags/DIYEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DIYEngineering</span></a> <a href="https://c.im/tags/ElectronicsEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElectronicsEngineering</span></a> <a href="https://c.im/tags/SoundArt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoundArt</span></a> <a href="https://c.im/tags/DigitalLutherie" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalLutherie</span></a> <a href="https://c.im/tags/MusicTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MusicTech</span></a> <a href="https://c.im/tags/ExperimentalSound" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExperimentalSound</span></a> <a href="https://c.im/tags/DIYInstruments" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DIYInstruments</span></a> <a href="https://c.im/tags/ElectronicMusic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElectronicMusic</span></a> <a href="https://c.im/tags/InteractiveSound" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InteractiveSound</span></a></p>
Sharon Machlis<p>First part of this <span class="h-card" translate="no"><a href="https://fosstodon.org/@NHSrCommunity" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>NHSrCommunity</span></a></span> video is exploratory data analysis in R <br>Video: <a href="https://youtu.be/YFpD7ihUNMk?si=xEg_1r8jnDTl8E44" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/YFpD7ihUNMk?si=xEg_1r</span><span class="invisible">8jnDTl8E44</span></a><br>Code: <a href="https://github.com/Simon-W-M/EDA_and_twirly_text/blob/main/EDA_geom_textpath.R" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/Simon-W-M/EDA_and_t</span><span class="invisible">wirly_text/blob/main/EDA_geom_textpath.R</span></a></p><p><a href="https://masto.machlis.com/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://masto.machlis.com/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> <a href="https://fosstodon.org/@NHSrCommunity/113922359136277575" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">fosstodon.org/@NHSrCommunity/1</span><span class="invisible">13922359136277575</span></a></p>
Ming 'Tommy' Tang<p>7/ My advice? Before chasing the latest trend, master the basics. Learn how to clean data, explore it, and understand it deeply. It’ll take you further than any buzzword ever will.<br><a href="https://genomic.social/tags/Bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bioinformatics</span></a> <a href="https://genomic.social/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> <a href="https://genomic.social/tags/DataSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataSkills</span></a> <a href="https://genomic.social/tags/KeepItSimple" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KeepItSimple</span></a></p>
Sharon Machlis<p>The {dlookr} <a href="https://masto.machlis.com/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> 📦 diagnose() function offers one-stop analysis of data frame variables for type, missing values, and unique value count &amp; rate. <br><a href="https://choonghyunryu.github.io/dlookr/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">choonghyunryu.github.io/dlookr</span><span class="invisible">/</span></a><br>Other functions like diagnose_numeric(), diagnose_ category(), and diagnose-outlier() dig deeper.<br>Pkg by Choonghyun Ryu<br><a href="https://masto.machlis.com/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a></p>
Micah<p><strong>AWS re:Invent 2024 – Event-driven architectures at scale: Manage millions of events</strong></p><p>There’s an incredible number of videos already on YouTube from this year’s re:Invent. In fact, most were up within 24 hours following the live session. It sort of boggles my mind that this is possible.</p><p>Anyway, I thought I’d share videos I’ve been watching here, because why not.</p><p>This first one is really good. It’s two folks at AWS who I admire and have had a chance to work with this past year. Eric Johnson and Brian Zambrano.</p><p>In this talk, they go over the basic concepts around Event Driven Architecture, and then dive deep into how large scale organizations can manage millions of events across hundreds of domains. </p><p>Enjoy!</p><p><a href="https://www.youtube.com/watch?v=dy7UXS7ur14&amp;t=2234s" rel="nofollow noopener" target="_blank">https://www.youtube.com/watch?v=dy7UXS7ur14&amp;t=2234s</a></p><p><a href="https://www.youtube.com/@AWSEventsChannel" rel="nofollow noopener" target="_blank"></a></p>
Isaac Levin<p>In this edition of <a href="https://fosstodon.org/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> on ice, I talk a little bit about event driven architecture or <a href="https://fosstodon.org/tags/eda" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eda</span></a> and how it may sound familiar but things far more straightforward <a href="https://fosstodon.org/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a> <a href="https://fosstodon.org/tags/developer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>developer</span></a> <a href="https://fosstodon.org/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> <a href="https://fosstodon.org/tags/coldplunge" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coldplunge</span></a></p><p><a href="https://www.tiktok.com/@isaacrlevin/video/7445353061486234910" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">tiktok.com/@isaacrlevin/video/</span><span class="invisible">7445353061486234910</span></a></p>
LibrePCB<p>Great news: The <a href="https://fosstodon.org/tags/LibrePCB" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LibrePCB</span></a> project receives a second grant from the NGI0 Commons Fund!</p><p>The goal of the next year will be to work on LibrePCB 2.0. Planned key updates include schematic buses, KiCad library import, interactive HTML BOM, and several other features.</p><p>Additionally, we are planning to slowly move from C++ towards <a href="https://fosstodon.org/tags/Rust" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Rust</span></a>. Right now, we are experimenting with a rewrite of the complete UI using the Slint framework.</p><p>More details in the blogpost: <a href="https://librepcb.org/blog/2024-10-17_roadmap_2.0/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">librepcb.org/blog/2024-10-17_r</span><span class="invisible">oadmap_2.0/</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/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a></p>
Cosima Meyer<p>Now it's time for all <a href="https://mas.to/tags/pythonistas" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonistas</span></a> and <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> 🐍</p><p>📦 pandas </p><p>While pandas is a "Swiss army knife" when it comes to data wrangling in <a href="https://mas.to/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a>, it also has out-of-the-box capabilities that you can use when exploring your data. </p><p>🔗 <a href="https://pandas.pydata.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">pandas.pydata.org/</span><span class="invisible"></span></a></p><p>------------------</p><p>Looking for more <a href="https://mas.to/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> libraries for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this post: <a href="https://bit.ly/eda-in-python" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-python</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pyladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pyladies</span></a></p>
Cosima Meyer<p>The last tool on the list is another allrounder 🚀</p><p>📦 summarytools (by Dominic Comtois)</p><p>I’m a visual person and I like to “see” my data. With a combination of two commands from {summarytools} that’s easy and you get a descriptive overview in your viewer pane in your IDE.</p><p>🔗 <a href="https://github.com/dcomtois/summarytools" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/dcomtois/summarytoo</span><span class="invisible">ls</span></a></p><p>--------------------- </p><p>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this blog post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? A series is coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>
Cosima Meyer<p>The next <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> package comes with a full suite of functions to wrangle your data 🛠️</p><p>📦 SmartEDA (by Dayanand Ubrangala and others)</p><p>I like to use a powerful function to get a brief overview of the data - if you’re looking for more, it can also generate a standardized <a href="https://mas.to/tags/HTML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HTML</span></a> report for you.</p><p>🔗 <a href="https://daya6489.github.io/SmartEDA/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">daya6489.github.io/SmartEDA/</span><span class="invisible"></span></a></p><p>--------------------- <br>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this blog post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? A series is coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>
Cosima Meyer<p>I like the next one because without creating full-blown plots, you get visuals. How cool is that?</p><p>📦 skimr (by Elin Waring and others)</p><p>As you can see in the screenshot, calling skimr::skim() gives you a wealth of descriptive statistics - all readily accessible in your console.</p><p>🔗 <a href="https://docs.ropensci.org/skimr/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">docs.ropensci.org/skimr/</span><span class="invisible"></span></a></p><p>--------------------- <br>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this blog post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? A series is coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>
Ryan Daws 🤓<p>AI era dawns for data centres with Nokia’s EDA platform <a href="https://www.telecomstechnews.com/news/ai-era-dawns-data-centres-nokia-eda-platform/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">telecomstechnews.com/news/ai-e</span><span class="invisible">ra-dawns-data-centres-nokia-eda-platform/</span></a> <a href="https://techhub.social/tags/nokia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nokia</span></a> <a href="https://techhub.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://techhub.social/tags/eda" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>eda</span></a> <a href="https://techhub.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>kubernetes</span></a> <a href="https://techhub.social/tags/telecoms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>telecoms</span></a> <a href="https://techhub.social/tags/cloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cloud</span></a> <a href="https://techhub.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://techhub.social/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>news</span></a> <a href="https://techhub.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a></p>
Cosima Meyer<p>I can't present today's package without bias—it was my first <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> package and taught me a lot about <a href="https://mas.to/tags/softwaredevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>softwaredevelopment</span></a>.</p><p>📦 overviewR (by Cosima Meyer &amp; Dennis Hammerschmidt)</p><p>It’s designed for time-series cross-sectional data but works for a range of datasets in your <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>.</p><p>🔗 <a href="https://cosimameyer.github.io/overviewR/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">cosimameyer.github.io/overview</span><span class="invisible">R/</span></a></p><p>--------------------- </p><p>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? Series coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>
Cosima Meyer<p>The next package sheds light on your missing data 💡</p><p>📦 naniar (by <span class="h-card" translate="no"><a href="https://aus.social/@njtierney" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>njtierney</span></a></span>, <span class="h-card" translate="no"><a href="https://aus.social/@visnut" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>visnut</span></a></span>, <span class="h-card" translate="no"><a href="https://fosstodon.org/@milesmcbain" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>milesmcbain</span></a></span>, <span class="h-card" translate="no"><a href="https://fosstodon.org/@colinfay" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>colinfay</span></a></span> and others)</p><p>It's all about highlighting and dealing with missing data 🕵🏼‍♀️ (and I love the hex-logo - it tells the story so nicely!)</p><p>🔗 <a href="https://naniar.njtierney.com" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">naniar.njtierney.com</span><span class="invisible"></span></a> </p><p>--------------------- </p><p>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this blog post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? A series is coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>
Cosima Meyer<p>The next package for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a> is </p><p>📦 Hmisc (by Frank Harrell &amp; Charles Dupont).</p><p>I'm just scratching the surface, but Hmisc::describe() is my go-to for a great tabular overview of descriptive stats.</p><p>🔗 <a href="https://hbiostat.org/r/hmisc/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">hbiostat.org/r/hmisc/</span><span class="invisible"></span></a> 🔗 <a href="https://hbiostat.org/r/hmisc/#package-usage-and-examples" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">hbiostat.org/r/hmisc/#package-</span><span class="invisible">usage-and-examples</span></a> (workflows)</p><p>--------------------- </p><p>Looking for more <a href="https://mas.to/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> packages for <a href="https://mas.to/tags/EDA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EDA</span></a>? Check out this post: <a href="https://bit.ly/eda-in-rstats" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/eda-in-rstats</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/pythonista" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonista</span></a>? Series coming soon!</p><p><a href="https://mas.to/tags/rladies" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rladies</span></a></p>