RWeekly.org - Blogs to Learn R from the Community2024-03-25T23:51:00+00:00https://rweekly.org/R Weeklymail@rweekly.orgR Weekly 2024-W13 Testing R packages, rspell, Aligning content with flexboxes2024-03-25T00:00:00+00:00https://rweekly.org/2024-W13
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://batool-almarzouq.netlify.app/">Batool Almarzouq</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://blog.r-hub.io/2024/03/21/mocking-new-take/">Update on mocking for testing R packages</a></p>
</li>
<li>
<p><a href="https://rfsaldanha.github.io/rspell/">{rspell}</a> Are you writing in a foreign language? The RStudio spelling dictionary setting is not sufficient to correct grammar errors. Try the {rspell} package to grammar-proof your notebooks and documentation straight on RStudio without copying-pasting.</p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/weather-ui-flexbox">3MW (Aligning content with flexboxes)</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://fharrell.com/post/assume/">What Does a Statistical Method Assume?</a></p>
</li>
<li>
<p><a href="http://gradientdescending.com/ggbrick-is-now-on-cran/">ggbrick is now on CRAN</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/03/tidymodels-fairness/">Fair machine learning with tidymodels</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.harsh17.in/who-s-funding-the-politics-in-india/">Who’s funding the politics in India?</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/f35ce279-32be-47d3-a79b-0c4b7ae9544f" alt="Screenshot 2024-03-26 at 02 37 51" /></p>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/03/19/offa-r-users-group-empowering-data-driven-education-in-nigeria">Offa R Users Group: Empowering Data-Driven Education in Nigeria</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2024/03/20/announce-update-techguides-2024/">Techguides Update: package dependencies, deployment and Shiny CI/CD!</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://www.fharrell.com/talk/rcteff/">Modernizing Clinical Trial Design and Analysis to Improve Efficiency & Flexibility</a></p>
</li>
<li>
<p><a href="https://friendly.github.io/6135/lectures/Uncertainty.pdf">Visualizing Uncertainty</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/bca73e37-5a83-4739-be2e-78ff8bac566c" alt="Screenshot 2024-03-26 at 02 39 09" /></p>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><a href="https://rfsaldanha.github.io/rspell/">{rspell}</a> Are you writing in a foreign language? The RStudio spelling dictionary setting is not sufficient to correct grammar errors. Try the {rspell} package to grammar-proof your notebooks and documentation straight on RStudio without copying-pasting.</p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2024/03/23#littler-0.3.20">littler 0.3.20 on CRAN: Moar Features!</a></li>
</ul>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=qtlpoly">{qtlpoly} 0.2.4</a>: Random-Effect Multiple QTL Mapping in Autopolyploids</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=MetaNet">{MetaNet} 0.1.2</a>: Network Analysis for Omics Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gamlss.ggplots">{gamlss.ggplots} 2.1-12</a>: Plotting Functions for Generalized Additive Model for Location
Scale and Shape</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Dtableone">{Dtableone} 1.1.0</a>: Tabular Comparison of Paired Diagnostic Tests</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=PolyTree">{PolyTree} 0.0.1</a>: Estimate Causal Polytree from Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ieugwasr">{ieugwasr} 0.2.0</a>: Interface to the ‘OpenGWAS’ Database API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=biopixR">{biopixR} 0.2.4</a>: Extracting Insights from Biological Images</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=TCPMOR">{TCPMOR} 1.0</a>: Two Cut-Points with Maximum Odds Ratio</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tradepolicy">{tradepolicy} 0.7.0</a>: Replication of ‘An Advanced Guide To Trade Policy Analysis’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=SCdeconR">{SCdeconR} 1.0.0</a>: Deconvolution of Bulk RNA-Seq Data using Single-Cell RNA-Seq Data as Reference</p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/c3a09fc2-43ce-4cda-ac4d-b349a3c18bd6" alt="Screenshot 2024-03-26 at 02 40 49" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=OncoSubtype">{OncoSubtype} 1.0.0</a>: Predict Cancer Subtypes Based on TCGA Data using Machine Learning Method</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=SchoolDataIT">{SchoolDataIT} 0.1.0</a>: Retrieve, Harmonise and Map Open Data Regarding the Italian School System</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=causalHyperGraph">{causalHyperGraph} 0.1.0</a>: Drawing Causal Hypergraphs</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ssd4mosaic">{ssd4mosaic} 1.0.1</a>: Web Application for the SSD Module of the MOSAIC Platform</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=param2moment">{param2moment} 0.1.0</a>: Raw, Central and Standardized Moments of Parametric Distributions</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rqti">{rqti} 0.1.1</a>: Create Tests According to QTI 2.1 Standard</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=MPCR">{MPCR} 1.1</a>: Multi- And Mixed-Precision Computations</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=survivalmodels">{survivalmodels} 0.1.191</a>: Models for Survival Analysis</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pcutils">{pcutils} 0.2.5</a>: Some Useful Functions for Statistics and Visualization</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=lrstat">{lrstat} 0.2.4</a>: Power and Sample Size Calculation for Non-Proportional Hazards and Beyond</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bsitar">{bsitar} 0.2.1</a>: Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=immunarch">{immunarch} 0.9.1</a>: Bioinformatics Analysis of T-Cell and B-Cell Immune Repertoires Geography’ APIs</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=QTE.RD">{QTE.RD} 1.0.0</a>: Quantile Treatment Effects under the Regression Discontinuity Design</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cardx">{cardx} 0.1.0</a>: Extra Analysis Results Data Utilities</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mosaicCalc">{mosaicCalc} 0.6.1</a>: R-Language Based Calculus Operations for Teaching</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=webmap">{webmap} 1.1.0</a>: Create Interactive Web Maps Using ‘The National Map’ Services - <a href="https://diffify.com/R/webmap">diffify</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/5c66e6e2-8bbe-45f1-a628-0bcf64de6999" alt="Screenshot 2024-03-26 at 02 42 01" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=xfun">{xfun} 0.43</a>: Supporting Functions for Packages Maintained by ‘Yihui Xie’ - <a href="https://diffify.com/R/xfun">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pointblank">{pointblank} 0.12.1</a>: Data Validation and Organization of Metadata for Local and Remote Tables - <a href="https://diffify.com/R/pointblank">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=crew">{crew} 0.9.1</a>: A Distributed Worker Launcher Framework - <a href="https://diffify.com/R/crew">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=qpdf">{qpdf} 1.3.3</a>: Split, Combine and Compress PDF Files - <a href="https://diffify.com/R/qpdf">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nflplotR">{nflplotR} 1.3.1</a>: NFL Logo Plots in ‘ggplot2’ and ‘gt’ - <a href="https://diffify.com/R/nflplotR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggScatRidges">{ggScatRidges} 0.1.1</a>: Scatter Plot Combined with Ridgelines in ‘ggplot2’ - <a href="https://diffify.com/R/ggScatRidges">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggtern">{ggtern} 3.5.0</a>: An Extension to ‘ggplot2’, for the Creation of Ternary Diagrams - <a href="https://diffify.com/R/ggtern">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=see">{see} 0.8.3</a>: Model Visualisation Toolbox for ‘easystats’ and ‘ggplot2’ - <a href="https://diffify.com/R/see">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=margins">{margins} 0.3.26.1</a>: Marginal Effects for Model Objects - <a href="https://diffify.com/R/margins">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dmai">{dmai} 0.5.0</a>: Divisia Monetary Aggregates Index - <a href="https://diffify.com/R/dmai">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=xaringan">{xaringan} 0.30</a>: Presentation Ninja - <a href="https://diffify.com/R/xaringan">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=WeightIt">{WeightIt} 1.0.0</a>: Weighting for Covariate Balance in Observational Studies - <a href="https://diffify.com/R/WeightIt">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=GofCens">{GofCens} 0.98</a>: Goodness-of-Fit Methods for Complete and Right-Censored Data - <a href="https://diffify.com/R/GofCens">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bslib">{bslib} 0.6.2</a>: Custom ‘Bootstrap’ ‘Sass’ Themes for ‘shiny’ and ‘rmarkdown’ - <a href="https://diffify.com/R/bslib">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=geonapi">{geonapi} 0.7-2</a>: ‘GeoNetwork’ API R Interface - <a href="https://diffify.com/R/geonapi">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=crayons">{crayons} 0.0.3</a>: Color Palettes from Crayon Boxes - <a href="https://diffify.com/R/crayons">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=workflowsets">{workflowsets} 1.1.0</a>: Create a Collection of ‘tidymodels’ Workflows - <a href="https://diffify.com/R/workflowsets">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rollama">{rollama} 0.0.3</a>: Communicate with ‘Ollama’ - <a href="https://diffify.com/R/rollama">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggprism">{ggprism} 1.0.5</a>: A ‘ggplot2’ Extension Inspired by ‘GraphPad Prism’ - <a href="https://diffify.com/R/ggprism">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggscidca">{ggscidca} 0.2.0</a>: Plotting Decision Curve Analysis with Coloured Bars - <a href="https://diffify.com/R/ggscidca">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=LifemapR">{LifemapR} 1.1.1</a>: Data Visualisation on ‘Lifemap’ Tree - <a href="https://diffify.com/R/LifemapR">diffify</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/1ea90ee9-8f14-4495-90b7-1039f7dbd179" alt="Screenshot 2024-03-26 at 02 43 53" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=envalysis">{envalysis} 0.7.0</a>: Miscellaneous Functions for Environmental Analyses - <a href="https://diffify.com/R/envalysis">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dbplyr">{dbplyr} 2.5.0</a>: A ‘dplyr’ Back End for Databases - <a href="https://diffify.com/R/dbplyr">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://blog.r-hub.io/2024/03/21/mocking-new-take/">Update on mocking for testing R packages</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<ul>
<li>
<p><a href="https://3mw.albert-rapp.de/p/weather-ui-flexbox">3MW (Aligning content with flexboxes)</a></p>
</li>
<li>
<p><a href="https://www.markhw.com/blog/r-py-gpt">Using R and Python Together, Seamlessly: A Case Study Using OpenAI’s GPT Models</a></p>
</li>
<li>
<p><a href="https://datageeek.com/2024/03/21/causal-effect-of-approval-of-etf-for-bitcoin-on-the-prices/">Causal Effect of Approval of ETF for Bitcoin on the Prices</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/ef68d989-3153-47ec-86ac-37a40ad52583" alt="Screenshot 2024-03-26 at 02 44 50" /></p>
<ul>
<li>
<p><a href="https://sumsar.net/blog/modeling-my-pinball-scores/">Modeling my pinball scores</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-25/index.html">Wrangling Data with R: A Guide to the tapply() Function</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-22/index.html">Mastering Data Manipulation in R with the Sweep Function</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-21/index.html">Mastering Replacement: Using the replace() Function in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-20/index.html">Mastering Data Segmentation: A Guide to Using the cut() Function in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-19/index.html">How to Replicate Rows in a Data Frame in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-18/index.html">Introducing plot_regression_residuals() from tidyAML: Unveiling the Power of Visualizing Regression Residuals</a></p>
</li>
</ul>
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p>Updates from the <a href="https://contributor.r-project.org/working-group">R Contribution Working Group (RCWG)</a>:</p>
<ul>
<li>Announcing <a href="https://pretix.eu/r-contributors/r-dev-day-imperial-2024/">R Dev Day @ Imperial</a>, London, UK on Friday 26 April. Registration deadline <strong>Sunday 14 April</strong>.</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://www.r-consortium.org/events/2024/03/18/r-medicine-coming-june-10-14-2024">R/Medicine Coming June 10-14, 2024 – Call for Abstracts Open – Keynotes Announced</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-causal-machine-learning-estimators-in-r/">Introduction to Causal Machine Learning estimators in R</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2024/03/14/kick-off-2024-wkshp-series/">2024 Workshops Series Kick-off</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Image of Vila Velha, Brazil created in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> using data from <a href="https://twitter.com/hashtag/OpenStreetMap?src=hash&ref_src=twsrc%5Etfw">#OpenStreetMap</a>. <a href="https://t.co/urleB1PeoE">pic.twitter.com/urleB1PeoE</a></p>— R City Views (@rcityviews) <a href="https://twitter.com/rcityviews/status/1772368985503244304?ref_src=twsrc%5Etfw">March 25, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Working in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> be like <a href="https://t.co/6dg2BOy7M3">pic.twitter.com/6dg2BOy7M3</a></p>— Brier Gallihugh, M.S (@Brier_Gallihugh) <a href="https://twitter.com/Brier_Gallihugh/status/1770232209317736912?ref_src=twsrc%5Etfw">March 19, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Inferencia causal en <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <br />✅ Causal Inference <a href="https://t.co/4MC37d780n">https://t.co/4MC37d780n</a> by <a href="https://twitter.com/LucyStats?ref_src=twsrc%5Etfw">@LucyStats</a>, <a href="https://twitter.com/malco_barrett?ref_src=twsrc%5Etfw">@malco_barrett</a> & <a href="https://twitter.com/travisgerke?ref_src=twsrc%5Etfw">@travisgerke</a> <br />✅ Targeted Learning with tlverse <a href="https://t.co/toTffNgMBW">https://t.co/toTffNgMBW</a> by <a href="https://twitter.com/mark_vdlaan?ref_src=twsrc%5Etfw">@mark_vdlaan</a> et al.<br />✅ Introduction to Causal Inference <a href="https://t.co/FNsoPoTuDJ">https://t.co/FNsoPoTuDJ</a> by <a href="https://twitter.com/DrMayaPetersen?ref_src=twsrc%5Etfw">@DrMayaPetersen</a> <a href="https://t.co/BYX5PBwYIt">pic.twitter.com/BYX5PBwYIt</a></p>— Rosana Ferrero 📈📊🙌 (@RosanaFerrero) <a href="https://twitter.com/RosanaFerrero/status/1772156499483050345?ref_src=twsrc%5Etfw">March 25, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W12 Patterns and anti-patterns, Shitty R help, and R Cheat Sheet2024-03-18T00:00:00+00:00https://rweekly.org/2024-W12
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://github.com/parmsam">Sam Parmar</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.milesmcbain.com/posts/data-analysis-reuse/">Patterns and anti-patterns of data analysis reuse</a></p>
</li>
<li>
<p><a href="https://www.rostrum.blog/posts/2024-03-15-ai-garbage/">Shitty R help from shitty AI</a></p>
</li>
<li>
<p><a href="https://github.com/wurli/r-best-practice">Best Practice for R :: Cheat Sheet</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://rolkra.github.io/R-Esoteric-Patterns/">What we can learn from esoteric patterns</a></p>
</li>
<li>
<p><a href="https://quantixed.org/2024/03/09/pre-self-what-fraction-of-a-journals-papers-are-preprinted/">Pre Self: what fraction of a journal’s papers are preprinted?</a></p>
</li>
<li>
<p><a href="https://fharrell.com/post/nfl/">Football Multiplicities</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-14/index.html">Unleash the Power of Your Data: Extend Excel with Python and R!</a></p>
</li>
<li>
<p><a href="https://www.milesmcbain.com/posts/data-analysis-reuse/">Patterns and anti-patterns of data analysis reuse</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/integrating-snowflake-and-posit-for-enhanced-analytics/">Integrating Snowflake and Posit for enhanced analytics</a></p>
</li>
<li>
<p><a href="https://www.rostrum.blog/posts/2024-03-15-ai-garbage/">Shitty R help from shitty AI</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W12/beckhams_600.png" alt="beckhams" /></p>
<ul>
<li>
<p><a href="https://www.rostrum.blog/posts/2024-03-12-eclipse/">Ellipses, eclipses and bulletses</a></p>
</li>
<li>
<p><a href="https://www.nature.com/articles/d41586-024-00725-1">No installation required: how WebAssembly is changing scientific computing</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W12/d41586-024-00725-1_26828538_600.png" alt="The Project Twins" /></p>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/03/11/devguide-0.9.0/">rOpenSci Dev Guide 0.9.0: Multilingual Now! And Better</a></p>
</li>
<li>
<p><a href="https://jcarroll.xyz/2024/03/15/fuzzy-grouping.html">Fuzzy Grouping</a></p>
</li>
<li>
<p><a href="https://github.com/wurli/r-best-practice">Best Practice for R :: Cheat Sheet</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W12/cheatsheet_600.jpg" alt="R Cheatsheet" /></p>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.appsilon.com/post/shinyconf-2024-agenda">ShinyConf 2024: A Sneak Peek into the Agenda</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/03/12/isc-funded-grant-secure-tls-connections-in-nanonext-and-mirai-facilitating-high-performance-computing-in-the-life-sciences">ISC-funded Grant: Secure TLS Connections in {nanonext} and {mirai} Facilitating High-Performance Computing in the Life Sciences</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><a href="https://github.com/AlbertRapp/tidychatmodels">tidychatmodels</a>: Chat With All Kinds of AI Models Through a Common Interface</p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2024/03/13#ciw_0.0.1">ciw 0.0.1 on CRAN: New Package!</a></li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/03/11#digest_0.6.35">digest 0.6.35 on CRAN: New xxhash code</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-03-13/index.html">🚀 Exciting News! 🚀</a></li>
</ul>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=mosaicCalc">{mosaicCalc} 0.6.1</a>: R-Language Based Calculus Operations for Teaching</li>
<li><a href="https://cran.r-project.org/package=palette">{palette} 0.0.2</a>: Color Scheme Helpers</li>
<li><a href="https://cran.r-project.org/package=updateme">{updateme} 0.1.0</a>: Informative Messages About Outdated Packages</li>
<li><a href="https://cran.r-project.org/package=theftdlc">{theftdlc} 0.1.0</a>: Analyse and Interpret Time Series Features</li>
<li><a href="https://cran.r-project.org/package=ggbrick">{ggbrick} 0.3.0</a>: Waffle Style Chart with a Brick Layout in ‘ggplot2’</li>
<li><a href="https://cran.r-project.org/package=r2stl">{r2stl} 1.0.3</a>: Visualizing Data using a 3D Printer</li>
<li><a href="https://cran.r-project.org/package=ciw">{ciw} 0.0.1</a>: Watch the CRAN Incoming Directories</li>
<li><a href="https://cran.r-project.org/package=xxhashlite">{xxhashlite} 0.2.2</a>: Extremely Fast Hashing of R Objects, Raw Data and Files using ‘xxHash’ Algorithms</li>
<li><a href="https://cran.r-project.org/package=CompGR">{CompGR} 0.1.3</a>: Complete Annual Growth Rate Generator</li>
<li><a href="https://cran.r-project.org/package=phoenix">{phoenix} 1.0.0</a>: The Phoenix Pediatric Sepsis and Septic Shock Criteria</li>
<li><a href="https://cran.r-project.org/package=infoelectoral">{infoelectoral} 1.0.0</a>: Download Spanish Election Results</li>
<li><a href="https://cran.r-project.org/package=link">{link} 2024.4.0</a>: Hyperlink Automatic Detection</li>
<li><a href="https://cran.r-project.org/package=rnames">{rnames} 1.0.1</a>: Recursive Display of Items in Nested Lists</li>
<li><a href="https://cran.r-project.org/package=rsleep">{rsleep} 1.0.12</a>: Analysis of Sleep Data</li>
<li><a href="https://cran.r-project.org/package=SouthParkRshiny">{SouthParkRshiny} 1.0.0</a>: Data and ‘Shiny’ Application for the Show ‘SouthPark’</li>
<li><a href="https://cran.r-project.org/package=bandicoot">{bandicoot} 1.0.0</a>: Light-Weight ‘python’-Like Object-Oriented System</li>
<li><a href="https://cran.r-project.org/package=MSBStatsData">{MSBStatsData} 0.0.2</a>: Data Sets for Courses at the Münster School of Business</li>
<li><a href="https://cran.r-project.org/package=nycflights23">{nycflights23} 0.1.0</a>: Flights and Other Useful Metadata for NYC Outbound Flights in 2023</li>
<li><a href="https://cran.r-project.org/package=fillpattern">{fillpattern} 1.0.1</a>: Patterned Fills for ‘ggplot2’ and ‘grid’ Graphics</li>
<li><a href="https://cran.r-project.org/package=bibliorefer">{bibliorefer} 0.1.0</a>: Generator of Main Scientific References</li>
<li><a href="https://cran.r-project.org/package=movegroup">{movegroup} 2024.03.05</a>: Visualizing and Quantifying Space Use Data for Groups of Animals</li>
<li><a href="https://cran.r-project.org/package=iimi">{iimi} 1.0.2</a>: Identifying Infection with Machine Intelligence</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li>
<p><a href="https://github.com/abichat/scimo/">{scimo} 0.0.1</a>: Extra Recipes Steps For Dealing With Omics Data</p>
</li>
<li>
<p><a href="https://github.com/jonthegeek/robodeck/">{robodeck}</a></p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=visachartR">{visachartR} 3.3.0</a>: Wrapper for ‘Visa Chart Components’ - <a href="https://diffify.com/R/visachartR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tinytex">{tinytex} 0.50</a>: Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents - <a href="https://diffify.com/R/tinytex">diffify</a></li>
<li><a href="https://cran.r-project.org/package=teal.reporter">{teal.reporter} 0.3.1</a>: Reporting Tools for ‘shiny’ Modules - <a href="https://diffify.com/R/teal.reporter">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sass">{sass} 0.4.9</a>: Syntactically Awesome Style Sheets (‘Sass’) - <a href="https://diffify.com/R/sass">diffify</a></li>
<li><a href="https://cran.r-project.org/package=visR">{visR} 0.4.1</a>: Clinical Graphs and Tables Adhering to Graphical Principles - <a href="https://diffify.com/R/visR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=folders">{folders} 0.1.0</a>: Standardized Folder Names - <a href="https://diffify.com/R/folders">diffify</a></li>
<li><a href="https://cran.r-project.org/package=aifeducation">{aifeducation} 0.3.2</a>: Artificial Intelligence for Education - <a href="https://diffify.com/R/aifeducation">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tfrmt">{tfrmt} 0.1.1</a>: Applies Display Metadata to Analysis Results Datasets - <a href="https://diffify.com/R/tfrmt">diffify</a></li>
<li><a href="https://cran.r-project.org/package=moodlequizR">{moodlequizR} 2.0.2</a>: Easily Create Fully Randomized ‘Moodle’ Test Questions - <a href="https://diffify.com/R/moodlequizR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=flashr">{flashr} 0.1.2</a>: Create Flashcards of Terms and Definitions - <a href="https://diffify.com/R/flashr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=topr">{topr} 2.0.1</a>: Create Custom Plots for Viewing Genetic Association Results - <a href="https://diffify.com/R/topr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=formatdown">{formatdown} 0.1.3</a>: Formatting Tools for ‘rmarkdown’ Documents - <a href="https://diffify.com/R/formatdown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fable">{fable} 0.3.4</a>: Forecasting Models for Tidy Time Series - <a href="https://diffify.com/R/fable">diffify</a></li>
<li><a href="https://cran.r-project.org/package=s3fs">{s3fs} 0.1.5</a>: ‘Amazon Web Service S3’ File System - <a href="https://diffify.com/R/s3fs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=NeuroDecodeR">{NeuroDecodeR} 0.2.0</a>: Decode Information from Neural Activity - <a href="https://diffify.com/R/NeuroDecodeR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=feasts">{feasts} 0.3.2</a>: Feature Extraction and Statistics for Time Series - <a href="https://diffify.com/R/feasts">diffify</a></li>
<li><a href="https://cran.r-project.org/package=framecleaner">{framecleaner} 0.2.1</a>: Clean Data Frames - <a href="https://diffify.com/R/framecleaner">diffify</a></li>
<li><a href="https://cran.r-project.org/package=CDCPLACES">{CDCPLACES} 1.1.5</a>: Access the ‘CDC PLACES’ API - <a href="https://diffify.com/R/CDCPLACES">diffify</a></li>
<li><a href="https://cran.r-project.org/package=vivainsights">{vivainsights} 0.5.2</a>: Analyze and Visualize Data from ‘Microsoft Viva Insights’ - <a href="https://diffify.com/R/vivainsights">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bigrquery">{bigrquery} 1.5.1</a>: An Interface to Google’s ‘BigQuery’ ‘API’ - <a href="https://diffify.com/R/bigrquery">diffify</a></li>
<li><a href="https://cran.r-project.org/package=contingencytables">{contingencytables} 3.0.0</a>: Statistical Analysis of Contingency Tables - <a href="https://diffify.com/R/contingencytables">diffify</a></li>
<li><a href="https://cran.r-project.org/package=cliot">{cliot} 0.2.0</a>: Clinical Indices and Outcomes Tools - <a href="https://diffify.com/R/cliot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=evsim">{evsim} 1.4.0</a>: Electric Vehicle Charging Sessions Simulation - <a href="https://diffify.com/R/evsim">diffify</a></li>
<li><a href="https://cran.r-project.org/package=evprof">{evprof} 1.1.2</a>: Electric Vehicle Charging Sessions Profiling and Modelling - <a href="https://diffify.com/R/evprof">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rnames">{rnames} 1.0.1</a>: Recursive Display of Items in Nested Lists - <a href="https://diffify.com/R/rnames">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggscidca">{ggscidca} 0.1.9</a>: Plotting Decision Curve Analysis with Coloured Bars - <a href="https://diffify.com/R/ggscidca">diffify</a></li>
<li><a href="https://cran.r-project.org/package=targets">{targets} 1.6.0</a>: Dynamic Function-Oriented ‘Make’-Like Declarative Pipelines - <a href="https://diffify.com/R/targets">diffify</a></li>
<li><a href="https://cran.r-project.org/package=Rd2md">{Rd2md} 1.0.0</a>: Markdown Reference Manuals - <a href="https://diffify.com/R/Rd2md">diffify</a></li>
<li><a href="https://cran.r-project.org/package=oaii">{oaii} 0.5.0</a>: ‘OpenAI’ API R Interface - <a href="https://diffify.com/R/oaii">diffify</a></li>
<li><a href="https://cran.r-project.org/package=deepdep">{deepdep} 0.4.3</a>: Visualise and Explore the Deep Dependencies of R Packages - <a href="https://diffify.com/R/deepdep">diffify</a></li>
<li><a href="https://cran.r-project.org/package=text2map">{text2map} 0.1.9</a>: R Tools for Text Matrices, Embeddings, and Networks - <a href="https://diffify.com/R/text2map">diffify</a></li>
<li><a href="https://cran.r-project.org/package=cansim">{cansim} 0.3.16</a>: Accessing Statistics Canada Data Table and Vectors - <a href="https://diffify.com/R/cansim">diffify</a></li>
<li><a href="https://cran.r-project.org/package=landsepi">{landsepi} 1.4.0</a>: Landscape Epidemiology and Evolution - <a href="https://diffify.com/R/landsepi">diffify</a></li>
<li><a href="https://cran.r-project.org/package=geomtextpath">{geomtextpath} 0.1.3</a>: Curved Text in ‘ggplot2’ - <a href="https://diffify.com/R/geomtextpath">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tidyAML">{tidyAML} 0.0.5</a>: Automatic Machine Learning with ‘tidymodels’ - <a href="https://diffify.com/R/tidyAML">diffify</a></li>
<li><a href="https://cran.r-project.org/package=cffr">{cffr} 1.0.0</a>: Generate Citation File Format (‘cff’) Metadata for R Packages - <a href="https://diffify.com/R/cffr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arrow">{arrow} 15.0.1</a>: Integration to ‘Apache’ ‘Arrow’ - <a href="https://diffify.com/R/arrow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=AllMetrics">{AllMetrics} 0.2.1</a>: Calculating Multiple Performance Metrics of a Prediction Model - <a href="https://diffify.com/R/AllMetrics">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mdbr">{mdbr} 0.2.1</a>: Work with Microsoft Access Files - <a href="https://diffify.com/R/mdbr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=f1dataR">{f1dataR} 1.5.1</a>: Access Formula 1 Data - <a href="https://diffify.com/R/f1dataR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tinytable">{tinytable} 0.1.0</a>: Simple and Configurable Tables in ‘HTML’, ‘LaTeX’, ‘Markdown’, ‘Word’, ‘PNG’, ‘PDF’, and ‘Typst’ Formats - <a href="https://diffify.com/R/tinytable">diffify</a></li>
<li><a href="https://cran.r-project.org/package=Rd2roxygen">{Rd2roxygen} 1.15</a>: Convert Rd to ‘Roxygen’ Documentation - <a href="https://diffify.com/R/Rd2roxygen">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arcpullr">{arcpullr} 0.2.9</a>: Pull Data from an ‘ArcGIS REST’ API - <a href="https://diffify.com/R/arcpullr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nonmem2R">{nonmem2R} 0.2.5</a>: Loading NONMEM Output Files with Functions for Visual Predictive Checks (VPC) and Goodness of Fit (GOF) Plots - <a href="https://diffify.com/R/nonmem2R">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gcplyr">{gcplyr} 1.9.0</a>: Wrangle and Analyze Growth Curve Data - <a href="https://diffify.com/R/gcplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=openair">{openair} 2.18-2</a>: Tools for the Analysis of Air Pollution Data - <a href="https://diffify.com/R/openair">diffify</a></li>
<li><a href="https://cran.r-project.org/package=usa">{usa} 0.1.2</a>: Updated US State Facts and Figures - <a href="https://diffify.com/R/usa">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tm">{tm} 0.7-12</a>: Text Mining Package - <a href="https://diffify.com/R/tm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=srt">{srt} 1.0.4</a>: Read Subtitle Files as Tabular Data - <a href="https://diffify.com/R/srt">diffify</a></li>
<li><a href="https://cran.r-project.org/package=metro">{metro} 0.9.3</a>: Washington Metropolitan Area Transit Authority API - <a href="https://diffify.com/R/metro">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tidyselect">{tidyselect} 1.2.1</a>: Select from a Set of Strings - <a href="https://diffify.com/R/tidyselect">diffify</a></li>
<li><a href="https://cran.r-project.org/package=epiR">{epiR} 2.0.70</a>: Tools for the Analysis of Epidemiological Data - <a href="https://diffify.com/R/epiR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=digest">{digest} 0.6.35</a>: Create Compact Hash Digests of R Objects - <a href="https://diffify.com/R/digest">diffify</a></li>
<li><a href="https://cran.r-project.org/package=theft">{theft} 0.6.1</a>: Tools for Handling Extraction of Features from Time Series - <a href="https://diffify.com/R/theft">diffify</a></li>
<li><a href="https://cran.r-project.org/package=greta">{greta} 0.4.5</a>: Simple and Scalable Statistical Modelling in R - <a href="https://diffify.com/R/greta">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gluedown">{gluedown} 1.0.9</a>: Wrap Vectors in Markdown Formatting - <a href="https://diffify.com/R/gluedown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fflr">{fflr} 2.2.3</a>: Retrieve ESPN Fantasy Football Data - <a href="https://diffify.com/R/fflr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckplyr">{duckplyr} 0.3.1</a>: A ‘DuckDB’-Backed Version of ‘dplyr’ - <a href="https://diffify.com/R/duckplyr">diffify</a></li>
</ul>
<h3 id="call-for-participation">Call for Participation</h3>
<ul>
<li><a href="https://forms.gle/mVLT6CpLvpLhkdvT9">2024 DuckDB User Survey</a> (as featured on https://duckdb.org)</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
<li><a href="https://youtu.be/WPImjxSwLhY">Use CSS Selection to Style Existing HTML Code</a></li>
<li>
<p><a href="https://youtu.be/RjtADzX-sJY">Use ChatGPT, Mistral and ollama for Text Processing in R</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=P5FoihQovGM">Adam Austin @ The Hartford - Data Science Hangout</a></p>
</li>
<li><a href="https://www.youtube.com/watch?v=89GKK92_zTI&ab_channel=Appsilon">R Shiny in Life Sciences – Top 7 Dashboard Examples by Ismael Rodriguez</a></li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/03/13/r-ladies-goiania-promoting-diversity-and-inclusion-in-local-r-community">R-Ladies Goiânia: Promoting Diversity and Inclusion in Local R Community</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://albert-rapp.de/posts/web_dev/03_css_selection/03_css_selection">WebDev4R: CSS Selection</a></li>
<li>
<p><a href="https://albert-rapp.de/posts/20_tidychatmodels/20_tidychatmodels">Introducing tidychatmodels for communicating with AI chatbots</a></p>
</li>
<li>
<p><a href="https://rolkra.github.io/explain-xgboost">Explain XGBoost</a></p>
</li>
<li>
<p><a href="https://kieranhealy.org/blog/archives/2024/03/14/pi-day-circles/">Pi Day Circles</a></p>
</li>
<li>
<p><a href="https://quantixed.org/2024/03/14/birds-eye-view-using-r-to-generate-inventory-maps-for-lab-reagents/">Bird’s Eye View: using R to generate inventory maps for lab reagents</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-15/idnex.html">Plotting Training and Testing Predictions with tidyAML</a></p>
</li>
<li>
<p><a href="https://r-posts.com/the-fun-in-functional-programming/">The Fun in Functional Programming</a></p>
</li>
<li>
<p><a href="https://r-posts.com/add-shiny-in-quarto-blog-with-shinylive/">Add shiny in quarto blog with shinylive</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-03-12/index.html">Mastering Random Sampling in R with the sample() Function</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-03-11/index.html">Wrangling Names in R: Your Guide to the make.names() Function</a></li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-08/index.html">Taming the Nameless: Using the names() Function in R</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/enjoy-3mw-break-with-ai">3MW (Enjoy the break with AI)</a></p>
</li>
<li>
<p><a href="https://www.appsilon.com/post/object-oriented-programming-in-r-part-3">Object Oriented Programming in R (Part 3): A Practical Guide to the S4 System</a></p>
</li>
<li><a href="https://jakubsob.github.io/blog/robust-targetting-of-html-for-tests/">How To Write E2E Tests Selectors That Stand The Test Of Time</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p>Updates from the <a href="https://contributor.r-project.org/working-group">R Contribution Working Group (RCWG)</a>:</p>
<ul>
<li>Announcing <a href="https://pretix.eu/r-contributors/r-dev-day-imperial-2024/">R Dev Day @ Imperial</a>, London, UK on Friday 26 April. Registration deadline <strong>Sunday 14 April</strong>.</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-causal-machine-learning-estimators-in-r/">Introduction to Causal Machine Learning estimators in R</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2024/03/14/kick-off-2024-wkshp-series/">2024 Workshops Series Kick-off</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<h3 id="datasets">Datasets</h3>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://fosstodon.org/@ryanahart/112096998691204216/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Heres a look at how I wrote an implementation of the rolling shutter effect in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <br /><br />Worked example in the repo: <a href="https://t.co/Vod9oQtYwz">https://t.co/Vod9oQtYwz</a> <a href="https://t.co/DlfVg2Q35g">pic.twitter.com/DlfVg2Q35g</a></p>— chris (@dickie_roper) <a href="https://twitter.com/dickie_roper/status/1768703803128185241?ref_src=twsrc%5Etfw">March 15, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/rspatial?src=hash&ref_src=twsrc%5Etfw">#rspatial</a> and other <a href="https://twitter.com/hashtag/geospatial?src=hash&ref_src=twsrc%5Etfw">#geospatial</a> folks, I am pleased to announce the {centerline} package! It's a small but powerful tool that can find a centerline of closed polygons. <a href="https://t.co/hMYYpYT6a3">https://t.co/hMYYpYT6a3</a> <a href="https://t.co/dix2pVm3n7">pic.twitter.com/dix2pVm3n7</a></p>— Anatolii Tsyplenkov (@atsyplen) <a href="https://twitter.com/atsyplen/status/1768901395820986583?ref_src=twsrc%5Etfw">March 16, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Roads of Hokkaidō. This was a trial render that took a good 1.5 hours just to draw the over 600k linestrings. Don't want to think how long it'll think to path trace so here's the draft render. Will try overnight, maybe.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/xUFJpyAyPn">pic.twitter.com/xUFJpyAyPn</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1767570945609216162?ref_src=twsrc%5Etfw">March 12, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W11 Package Marketing, Spring Clean, and NodeJS projects with webR inside2024-03-11T00:00:00+00:00https://rweekly.org/2024-W11
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://colinfay.me">Colin Fay</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/03/07/package-marketing/">Marketing Ideas For Your Package</a></p>
</li>
<li>
<p><a href="https://colinfay.me/webrcli-and-spidyr/">webrcli & spidyr: A starter pack for building NodeJS projects with webR inside</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/spring-clean-r-package-usethis/">Spring clean your R packages</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/spring-clean-r-package-usethis/">Spring clean your R packages</a></li>
</ul>
<div align="center">
<img src="https://www.jumpingrivers.com/blog/spring-clean-r-package-usethis/featured.jpg" width="500px" />
</div>
<ul>
<li>
<p><a href="https://recology.info/2024/03/shiny-events/">Shiny button weirdness</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/03/07/package-marketing/">Marketing Ideas For Your Package</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/03/07/the-cleveland-r-user-groups-journey-through-pandemic-adaptations-and-baseball-analytics">The Cleveland R User Group’s Journey Through Pandemic Adaptations and Baseball Analytics</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<p><a href="https://cran.r-project.org/package=timeless">{timeless} 0.1.0</a>: Fast general purpose date/time converter written in Rust</p>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/03/07#prrd_0.0.6">prrd 0.0.6 at CRAN: Several Improvements</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/03/04#tinythemes_0.0.2">tinythemes 0.0.2 at CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/03/03#rcpparmadillo_0.12.8.1.0">RcppArmadillo 0.12.8.1.0 on CRAN: Upstream Fix, Interface Polish</a></p>
</li>
<li>
<p><a href="https://www.njtierney.com/post/2024/03/04/naniar-version-1-1-0-prince-caspian/">{naniar} version 1.1.0 “Prince Caspian”</a></p>
</li>
</ul>
<div align="center">
<img src="https://www.njtierney.com/post/2024/03/04/naniar-version-1-1-0-prince-caspian/figs/unnamed-chunk-13-1.png" width="500px" />
</div>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://fharrell.com/talk/rcteff/">Modernizing Clinical Trial Design and Analysis to Improve Efficiency & Flexibility</a></p>
</li>
<li>
<p><a href="https://albert-rapp.de/posts/web_dev/02_html_and_css_keywords/02_html_and_css_keywords.html">WebDev4R: Using HTML & CSS with {htmltools}</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.markhw.com/blog/oscars2024">Modeling the Oscar for Best Picture (and Some Insights About XGBoost)</a></p>
</li>
<li>
<p><a href="https://colinfay.me/webrcli-and-spidyr/">webrcli & spidyr: A starter pack for building NodeJS projects with webR inside</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-07/index.html">How to Subset Data Frame in R by Multiple Conditions</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-06/index.html">How to Add New Level to Factor in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-05/index.html">How to Rename Factor Levels in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-03-04/index.html">A Beginner’s Guide to Renaming Data Frame Columns in R</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/3mw-spacing-sizing-css">3MW (Spacing & Sizing with CSS)</a></p>
</li>
<li>
<p><a href="https://appsilon.com/api-oopsies-101/">R Plumber: How to Craft Error Responses that Speak Fluent HTTP</a></p>
</li>
</ul>
<div align="center">
<img src="https://assets-global.website-files.com/654fd3ad88635290d9845b9e/65ec90db8a3ca114310d02ca_R-Plumber-How-to-Craft-Error-Responses-that-Speak-Fluent-HTTP.webp" width="500px" />
</div>
<ul>
<li>
<p><a href="https://appsilon.com/non-equi-joins-in-dplyr/">Beyond Equality: Unleashing the Power of Non-Equi Joins in {dplyr}</a></p>
</li>
<li>
<p><a href="https://jakubsob.github.io/blog/how-to-test-excel-workbooks/">Exporting Excel Workbooks From Your Shiny App? Snapshot Test Them!</a></p>
</li>
<li>
<p><a href="https://jakubsob.github.io/blog/how-to-use-tests-to-develop-shiny-modules/">How To Use Tests To Develop Shiny Modules</a></p>
</li>
<li>
<p><a href="https://medium.com/number-around-us/r-solution-for-excel-puzzles-0ff728f7b379">R Solution for Excel Puzzles</a></p>
</li>
<li>
<p><a href="https://medium.com/number-around-us/powerquery-puzzle-solved-with-r-3c8360c7ec32">PowerQuery Puzzle solved with R</a></p>
</li>
<li>
<p><a href="https://medium.com/number-around-us/mastering-the-arcane-advanced-rmarkdown-for-magical-data-science-c6c434780765">Mastering the Arcane: Advanced RMarkdown for Magical Data Science</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">If your code only exists in your laptop, you have 4 big problems:<br /><br />- 🔥Safety<br />- ✉️Sharing<br />- 🦕History<br />- 🤝Collaboration<br /><br />Github solves all of them. And it's less complicated than you think.<br /><br />🧵Here is a thread on how to use it right now on your project! <br /><br />(6 steps) <a href="https://t.co/T3zfN9CMpt">pic.twitter.com/T3zfN9CMpt</a></p>— Yan Holtz (@R_Graph_Gallery) <a href="https://twitter.com/R_Graph_Gallery/status/1766096644880183681?ref_src=twsrc%5Etfw">March 8, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W10 patching R, data.table survey, Doom plots2024-03-04T00:00:00+00:00https://rweekly.org/2024-W10
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://podcastindex.social/@rpodcast">Eric Nantz</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://jcarroll.com.au/2024/02/26/i-patched-r-to-solve-an-exercism-problem/">I Patched R to Solve an Exercism Problem</a></p>
</li>
<li>
<p><a href="https://rdatatable-community.github.io/The-Raft/posts/2024-02-25-survey_2023-aljaz_sluga/">{data.table} Community Survey: Results and insights</a></p>
</li>
<li>
<p><a href="https://aitap.github.io/2024/01/01/doom.html">Doom plots</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.brodrigues.co/blog/2024-02-29-nix_for_r_part_10/">Reproducible data science with Nix, part 10 – contributing to nixpkgs</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2024/02/26/i-patched-r-to-solve-an-exercism-problem/">I Patched R to Solve an Exercism Problem</a></p>
</li>
<li>
<p><a href="https://blog.r-hub.io/2024/02/28/key-advantages-of-using-keyring/">Key advantages of using the keyring package</a></p>
</li>
<li>
<p><a href="https://rdatatable-community.github.io/The-Raft/posts/2024-02-18-dt_particularities-toby_hocking/">Column assignment and reference semantics in {data.table}</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/an-introverts-guide-to-networking-at-a-conference/">An introvert’s guide to networking at a conference</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://rdatatable-community.github.io/The-Raft/posts/2024-02-25-survey_2023-aljaz_sluga/">{data.table} Community Survey: Results and insights</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/28/the-r-consortium-2023-a-year-of-growth-and-innovation">The R Consortium 2023: A Year of Growth and Innovation</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/27/moffitt-cancer-center-bio-data-clubs-new-chapter-in-spatial-data-analysis-and-enhanced-hackathon-collaboration">Moffitt Cancer Center Bio-Data Club’s New Chapter in Spatial Data Analysis and Enhanced Hackathon Collaboration</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://matloff.wordpress.com/2024/02/29/knowing-something-vs-knowing-the-name-of-something-some-points-about-causal-analysis/">Knowing Something vs. Knowing the Name of Something: Some Points about Causal Analysis</a></p>
</li>
<li>
<p><a href="https://win-vector.com/2024/02/28/what-good-is-analysis-of-variance/">What Good is Analysis of Variance?</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://nrennie.rbind.io/blog/forecasting-gams-r-questions/">Answering some ‘Forecasting with GAMs in R’ questions</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=ggsankeyfier">{ggsankeyfier} 0.1.7</a>: Create Sankey and Alluvial Diagrams Using ‘ggplot2’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyheatmaps">{tidyheatmaps} 0.2.1</a>: Heatmaps from Tidy Data</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W10/README-unnamed-chunk-3-2_600.png" alt="tidyheatmaps-image" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=sanketphonetictranslator">{sanketphonetictranslator} 0.1.0</a>: Phonetic Transliteration Between Hindi and English</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=euroleaguer">{euroleaguer} 0.2.0</a>: ‘Euroleague basketball API’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tractor.base">{tractor.base} 3.4.2</a>: Read, Manipulate and Visualise Magnetic Resonance Images</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=raybevel">{raybevel} 0.1.2</a>: Generates Polygon Straight Skeletons and 3D Bevels</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W10/README-functionbevelroof-1_600.png" alt="raybevel-image" /></p>
<ul>
<li><a href="https://cran.r-project.org/package=BayesPPDSurv">{BayesPPDSurv} 1.0.2</a>: Bayesian Power Prior Design for Survival Data</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li>
<p><a href="https://github.com/coolbutuseless/verstappenr">{verstappenr} 0.1.0</a>: Did Max Verstappen finish first in the most recent F1 event?</p>
</li>
<li>
<p><a href="https://github.com/grantmcdermott/testpkg">{testpkg} 1.0</a>: Experimental repo for offloading an R package’s test suite to a Git submodule</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/02/28#rcppeigen_0.3.4.0.0">RcppEigen 0.3.4.0.0 on CRAN: New Upstream, At Last</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/03/ggplot2-3-5-0-coord-radial/">ggplot2 3.5.0: Introducing: coord_radial()</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/02/ggplot2-3-5-0-axes/">ggplot2 3.5.0: Axes</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/02/ggplot2-3-5-0-legends/">ggplot2 3.5.0: Legends</a></p>
</li>
<li>
<p><a href="https://www.data-imaginist.com/posts/2024-02-15-ggraph-2-2-0/">A bunch of giraffes, all bundled up</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=sysfonts">{sysfonts} 0.8.8</a>: Loading Fonts into R - <a href="https://diffify.com/R/sysfonts">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=curl">{curl} 5.2.1</a>: A Modern and Flexible Web Client for R - <a href="https://diffify.com/R/curl">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nominatimlite">{nominatimlite} 0.3.0</a>: Interface with ‘Nominatim’ API Service - <a href="https://diffify.com/R/nominatimlite">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyWidgets">{shinyWidgets} 0.8.2</a>: Custom Inputs Widgets for Shiny - <a href="https://diffify.com/R/shinyWidgets">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=GPUmatrix">{GPUmatrix} 1.0.2</a>: Basic Linear Algebra with GPU - <a href="https://diffify.com/R/GPUmatrix">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyMobile">{shinyMobile} 1.0.1</a>: Mobile Ready ‘shiny’ Apps with Standalone Capabilities - <a href="https://diffify.com/R/shinyMobile">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pointblank">{pointblank} 0.12.0</a>: Data Validation and Organization of Metadata for Local and
Remote Tables - <a href="https://diffify.com/R/pointblank">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=intendo">{intendo} 0.1.1</a>: A Group of Fun Datasets of Various Sizes and Differing Levels of
Quality - <a href="https://diffify.com/R/intendo">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=simhelpers">{simhelpers} 0.2.1</a>: Helper Functions for Simulation Studies - <a href="https://diffify.com/R/simhelpers">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=RcppCWB">{RcppCWB} 0.6.4</a>: ‘Rcpp’ Bindings for the ‘Corpus Workbench’ (‘CWB’) - <a href="https://diffify.com/R/RcppCWB">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=namer">{namer} 0.1.8</a>: Names Your ‘R Markdown’ Chunks - <a href="https://diffify.com/R/namer">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=zdeskR">{zdeskR} 0.4.0</a>: Connect to Your ‘Zendesk’ Data - <a href="https://diffify.com/R/zdeskR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=qrng">{qrng} 0.0-10</a>: (Randomized) Quasi-Random Number Generators - <a href="https://diffify.com/R/qrng">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=AmigaFFH">{AmigaFFH} 0.4.5</a>: Commodore Amiga File Format Handler - <a href="https://diffify.com/R/AmigaFFH">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=parallelly">{parallelly} 1.37.1</a>: Enhancing the ‘parallel’ Package - <a href="https://diffify.com/R/parallelly">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ibmsunburst">{ibmsunburst} 0.1.4</a>: Generate Personality Insights Sunburst Diagrams - <a href="https://diffify.com/R/ibmsunburst">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=retrosheet">{retrosheet} 1.1.6</a>: Import Professional Baseball Data from ‘Retrosheet’ - <a href="https://diffify.com/R/retrosheet">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gpboost">{gpboost} 1.3.0</a>: Combining Tree-Boosting with Gaussian Process and Mixed Effects
Models - <a href="https://diffify.com/R/gpboost">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggraph">{ggraph} 2.2.0</a>: An Implementation of Grammar of Graphics for Graphs and Networks - <a href="https://diffify.com/R/ggraph">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gganimate">{gganimate} 1.0.9</a>: A Grammar of Animated Graphics - <a href="https://diffify.com/R/gganimate">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=datasauRus">{datasauRus} 0.1.8</a>: Datasets from the Datasaurus Dozen - <a href="https://diffify.com/R/datasauRus">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggedit">{ggedit} 0.4.0</a>: Interactive ‘ggplot2’ Layer and Theme Aesthetic Editor - <a href="https://diffify.com/R/ggedit">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=oNo7bEQBP28">TidyX Episode 174 - AI Speed Ball</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=-i9WZutXkPs">Salt Lake City RUG February 2024 - R Packages</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=EAejx8uKFj4">Better quality of life in R and RStudio</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://jakubsob.github.io/blog/setting-up-cucumber-in-rhino/">Want To Write Clear End-To-End Tests? Try Cucumber.</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://aitap.github.io/2024/01/01/doom.html">Doom plots</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W10/incomplete_sectors_600.png" alt="doom-plot-image" /></p>
<ul>
<li>
<p><a href="https://r.iresmi.net/posts/2024/dubois_04/index.html">Du Bois Visualization Challenge 04</a></p>
</li>
<li>
<p><a href="https://datageeek.com/2024/02/28/homicide-rates-from-gender-perspective-understanding-with-radar-chart-and-bootstrap-intervals/">Homicide Rates from Gender Perspective: Analysis using Radar Chart and Bootstrap Intervals</a></p>
</li>
<li>
<p><a href="https://drmowinckels.io/blog/2024/freesurfer-lmm-r/">Setting up a Freesurfer LMM through R</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/adding-css-to-phone">3MW (CSS Keywords you need)</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="call-for-participation">Call for Participation</h3>
<ul>
<li>
<p><a href="https://posit.co/blog/posit-conf-2024-announcement/">Get ready for posit::conf(2024)!</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/02/tidymodels-2024-survey/">Take the tidymodels survey for 2024 priorities</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/03/01/qualtrics-call-help/">Help make qualtRics better! Code contributions wanted</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/29/targets-call-help/">Help users and developers of targets by answering questions!</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/27/assertr-call-help/">Help make assertr better! Come close issues</a></p>
</li>
<li>
<p><a href="https://www.bioc2024.bioconductor.org/">BioC 2024 Registration now open</a></p>
</li>
</ul>
<p>Updates from the <a href="https://contributor.r-project.org/working-group">R Contribution Working Group (RCWG)</a>:</p>
<ul>
<li>Announcing <a href="https://contributor.r-project.org/r-dev-day-plus-2024">R Dev Day @ PLUS</a>, Austria on Friday 12 July. Application deadline <strong>Sunday 24 March</strong>.</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://www.littlemissdata.com/blog/data-mishaps-night-2024">Join Us for an Evening of Growth and Grit: Data Mishaps Night</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/21/join-our-r-medicine-webinar-quarto-for-reproducible-medical-manuscripts">Join our R/Medicine Webinar: Quarto for Reproducible Medical Manuscripts</a></p>
</li>
<li>
<p><a href="https://appsilon.com/new-developments-in-rhino/">Join Us at Shiny Gatherings #11: New Developments in Rhino</a></p>
</li>
<li>
<p><a href="https://www.meetup.com/rladies-cambridge/events/299051061/">(March 4, 2024) Dataviz lunch: Replicating Du Bois with R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2024/02/06/join-our-upcoming-webinar-master-tidy-finance-access-financial-data-with-expert-christoph-scheuch">(March 6, 2024) Master Tidy Finance & Access Financial Data with Expert Christoph Scheuch</a></p>
</li>
<li>
<p><a href="https://datamishapsnight.com/">(March 7, 2024) Data Mishaps Night</a></p>
</li>
<li>
<p><a href="https://www.meetup.com/manchester-r/events/295437990/">(March 14, 2024) Manchester R Meetup</a></p>
</li>
<li>
<p><a href="https://appsilon.com/shinyconf-2024-keynotes/">(April 17-19, 2024) Get Ready for ShinyConf 2024: Explore Keynotes & Secure Your Spot</a></p>
</li>
<li>
<p><a href="https://cascadiarconf.com/">(June 21-22, 2024) Cascadia R Conf</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/21/join-our-r-medicine-webinar-quarto-for-reproducible-medical-manuscripts">Join our R/Medicine Webinar: Quarto for Reproducible Medical Manuscripts</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://botsin.space/@Rtistry/112020097298987486/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://botsin.space/embed.js" async="async"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Simple but attractive (my opinion!)<a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/generativeart?src=hash&ref_src=twsrc%5Etfw">#generativeart</a> <a href="https://twitter.com/hashtag/plotter?src=hash&ref_src=twsrc%5Etfw">#plotter</a> <a href="https://t.co/TKzqs32CMq">pic.twitter.com/TKzqs32CMq</a></p>— chris (@dickie_roper) <a href="https://twitter.com/dickie_roper/status/1764393697351795036?ref_src=twsrc%5Etfw">March 3, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://mastodon.social/@henrikbengtsson/112016771455863234/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" height="600" allowfullscreen="allowfullscreen"></iframe>
<script src="https://mastodon.social/embed.js" async="async"></script>
<iframe src="https://botsin.space/@whydoesr/112007990631758742/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" height="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://botsin.space/embed.js" async="async"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Teaching the reverse <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> assignment operator -> 😎 <a href="https://t.co/JcNfxVLv5u">pic.twitter.com/JcNfxVLv5u</a></p>— Lucy D’Agostino McGowan (@LucyStats) <a href="https://twitter.com/LucyStats/status/1763379287644655812?ref_src=twsrc%5Etfw">March 1, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W09 print, plot, pretty code2024-02-26T00:00:00+00:00https://rweekly.org/2024-W09
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://fosstodon.org/@jonocarroll">Jonathan Carroll</a>, with help from the RWeekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://yjunechoe.github.io/posts/2024-02-20-helloworld-print/">HelloWorld(“print”)</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/02/ggplot2-3-5-0/">ggplot2 3.5.0</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W09/pattern_scale-1_600.png" alt="" /></p>
<ul>
<li><a href="https://ropensci.org/blog/2024/02/22/beautiful-code/">Beautiful Code, Because We’re Worth It!</a></li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://yjunechoe.github.io/posts/2024-02-20-helloworld-print/">HelloWorld(“print”)</a></p>
</li>
<li>
<p><a href="https://www.practicalsignificance.com/posts/cube-method-in-r-and-julia/">Balanced sampling in R, Julia, and R + Julia</a></p>
</li>
<li>
<p><a href="https://www.rdatagen.net/post/2024-02-20-ensuring-balance-with-a-cluster-randomized-factorial-design/">Perfectly balanced treatment arm distribution in a multifactorial CRT using stratified randomization</a></p>
</li>
<li>
<p><a href="https://rtask.thinkr.fr/performance-optimization-in-r-an-example-using-memoise/">Performance Optimization in R: An Example Using Memoise</a></p>
</li>
<li>
<p><a href="https://matloff.wordpress.com/2024/02/18/torch-for-r-now-in-the-qeml-package/">Torch for R Now in the qeML Package</a></p>
</li>
<li>
<p><a href="https://r-posts.com/linking-overlapping-hospital-stays/">Linking overlapping hospital stays</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/02/ggplot2-3-5-0/">ggplot2 3.5.0</a></p>
</li>
<li>
<p><a href="https://shikokuchuo.net/posts/22-moju-kapu-modular-encapsulation">Moju-kapu(モジュカプ)Modular Encapsulation</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2024/rscopus-plus-an-extension-of-the-rscopus-package/">rscopus_plus: An extension of the rscopus package</a></p>
</li>
<li>
<p><a href="https://sumsar.net/blog/pandas-feels-clunky-when-coming-from-r/">Why pandas feels clunky when coming from R</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/htmltools-intro">3MW (HTML & CSS with {htmltools})</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W09/Group_18_400.png" alt="" /></p>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/02/22/beautiful-code/">Beautiful Code, Because We’re Worth It!</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/20/fluidsynth/">Read and Play Digital Music (MIDI) in R using the fluidsynth package</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/19/waywiser-call-help/">Help make waywiser better! User requests wanted</a></p>
</li>
<li>
<p><a href="http://blog.schochastics.net/posts/2024-02-23_parsing-phone-numbers-with-rust-and-r/">Parsing phone numbers with Rust and R</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/23/recap-r-validation-hub-community-meeting">Recap: R Validation Hub Community Meeting</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/23/news-february-2024/">rOpenSci News Digest, February 2024</a></p>
</li>
</ul>
<h3 id="r-users">R Users</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/02/20/r-ladies-cotonou-a-community-that-makes-r-accessible-for-french-speaking-african-women">R-Ladies Cotonou – A Community that Makes R Accessible for French-Speaking African Women</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://appsilon.com/rhino-1-7-0/">Rhino 1.7.0 Update on CRAN: Improved Linting and Automatic Reloading</a></li>
<li><a href="https://cran.r-project.org/package=teal.modules.clinical">{teal.modules.clinical} 0.9.0</a>: ‘teal’ Modules for Standard Clinical Outputs</li>
<li><a href="https://cran.r-project.org/package=teal.transform">{teal.transform} 0.5.0</a>: Functions for Extracting and Merging Data in the ‘teal’</li>
<li><a href="https://cran.r-project.org/package=LSTbook">{LSTbook} 0.5.0</a>: Data and Software for “Lessons in Statistical Thinking”</li>
<li><a href="https://cran.r-project.org/package=fscache">{fscache} 1.0.2</a>: File System Cache</li>
<li><a href="https://cran.r-project.org/package=luajr">{luajr} 0.1.6</a>: ‘LuaJIT’ Scripting</li>
<li><a href="https://cran.r-project.org/package=nc">{nc} 2024.2.21</a>: Named Capture to Data Tables</li>
<li><a href="https://cran.r-project.org/package=Platypus">{Platypus} 3.5.0</a>: Single-Cell Immune Repertoire and Gene Expression Analysis</li>
<li><a href="https://cran.r-project.org/package=fluidsynth">{fluidsynth} 1.0.0</a>: Read and Play Digital Music (MIDI)</li>
<li><a href="https://cran.r-project.org/package=savvyr">{savvyr} 0.1.0</a>: Survival Analysis for AdVerse Events with VarYing Follow-Up Times</li>
<li><a href="https://cran.r-project.org/package=MacBehaviour">{MacBehaviour} 1.1.3</a>: Behavioural Studies of Large Language Models</li>
<li><a href="https://cran.r-project.org/package=ggbrace">{ggbrace} 0.1.1</a>: Curly Braces for ‘ggplot2’</li>
<li><a href="https://cran.r-project.org/package=roxylint">{roxylint} 0.1.0</a>: Lint ‘roxygen2’-Generated Documentation Framework</li>
<li><a href="https://cran.r-project.org/package=basicdrm">{basicdrm} 0.1.0</a>: Fit Hill Dose Response Models</li>
<li><a href="https://cran.r-project.org/package=executablePackeR">{executablePackeR} 0.0.1</a>: Make ‘shiny’ App to Executable Program</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/emitanaka/dir">{dir} 1.0.0</a></li>
<li><a href="https://wurli.github.io/updateme/">{updateme} 0.1.0</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=secretbase">{secretbase} 0.3.0</a>: Cryptographic Hash and Extendable-Output Functions - <a href="https://diffify.com/R/secretbase">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggplot2">{ggplot2} 3.5.0</a>: Create Elegant Data Visualisations Using the Grammar of Graphics - <a href="https://diffify.com/R/ggplot2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggblanket">{ggblanket} 6.0.0</a>: Simplify ‘ggplot2’ Visualisation - <a href="https://diffify.com/R/ggblanket">diffify</a></li>
<li><a href="https://cran.r-project.org/package=prettymapr">{prettymapr} 0.2.5</a>: Scale Bar, North Arrow, and Pretty Margins in R - <a href="https://diffify.com/R/prettymapr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=zoomr">{zoomr} 0.3.0</a>: Connect to Your ‘Zoom’ Data - <a href="https://diffify.com/R/zoomr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arrow">{arrow} 14.0.2.1</a>: Integration to ‘Apache’ ‘Arrow’ - <a href="https://diffify.com/R/arrow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggdendro">{ggdendro} 0.2.0</a>: Create Dendrograms and Tree Diagrams Using ‘ggplot2’ - <a href="https://diffify.com/R/ggdendro">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nflplotR">{nflplotR} 1.3.0</a>: NFL Logo Plots in ‘ggplot2’ and ‘gt’ - <a href="https://diffify.com/R/nflplotR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=teal">{teal} 0.15.1</a>: Exploratory Web Apps for Analyzing Clinical Trials Data - <a href="https://diffify.com/R/teal">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arcgisutils">{arcgisutils} 0.2.0</a>: ArcGIS Utility Functions - <a href="https://diffify.com/R/arcgisutils">diffify</a></li>
<li><a href="https://cran.r-project.org/package=unix">{unix} 1.5.7</a>: POSIX System Utilities - <a href="https://diffify.com/R/unix">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RUnit">{RUnit} 0.4.33</a>: R Unit Test Framework - <a href="https://diffify.com/R/RUnit">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rhino">{rhino} 1.7.0</a>: A Framework for Enterprise Shiny Applications - <a href="https://diffify.com/R/rhino">diffify</a></li>
<li><a href="https://cran.r-project.org/package=r4ds.tutorials">{r4ds.tutorials} 0.2.0</a>: Tutorials for “R for Data Science” - <a href="https://diffify.com/R/r4ds.tutorials">diffify</a></li>
<li><a href="https://cran.r-project.org/package=scientific">{scientific} 2024.1</a>: Elegant Scientific Themed Reporting for ‘Markdown’ - <a href="https://diffify.com/R/scientific">diffify</a></li>
<li><a href="https://cran.r-project.org/package=renv">{renv} 1.0.4</a>: Project Environments - <a href="https://diffify.com/R/renv">diffify</a></li>
<li><a href="https://cran.r-project.org/package=labelr">{labelr} 0.1.3</a>: Label Data Frames, Variables, and Values - <a href="https://diffify.com/R/labelr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rayshader">{rayshader} 0.37.3</a>: Create Maps and Visualize Data in 2D and 3D - <a href="https://diffify.com/R/rayshader">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rayrender">{rayrender} 0.32.2</a>: Build and Raytrace 3D Scenes - <a href="https://diffify.com/R/rayrender">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkglite">{pkglite} 0.2.2</a>: Compact Package Representations - <a href="https://diffify.com/R/pkglite">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ontologyPlot">{ontologyPlot} 1.7</a>: Visualising Sets of Ontological Terms - <a href="https://diffify.com/R/ontologyPlot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tinysnapshot">{tinysnapshot} 0.0.4</a>: Snapshots for Unit Tests using the ‘tinytest’ Framework - <a href="https://diffify.com/R/tinysnapshot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gsEasy">{gsEasy} 1.5</a>: Gene Set Enrichment Analysis in R - <a href="https://diffify.com/R/gsEasy">diffify</a></li>
<li><a href="https://cran.r-project.org/package=circlize">{circlize} 0.4.16</a>: Circular Visualization - <a href="https://diffify.com/R/circlize">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggVennDiagram">{ggVennDiagram} 1.5.2</a>: A ‘ggplot2’ Implement of Venn Diagram - <a href="https://diffify.com/R/ggVennDiagram">diffify</a></li>
<li><a href="https://cran.r-project.org/package=togglr">{togglr} 0.2.1</a>: ‘Toggl.com’ Api for ‘Rstudio’ - <a href="https://diffify.com/R/togglr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=callr">{callr} 3.7.5</a>: Call R from R - <a href="https://diffify.com/R/callr">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/14/unlocking-the-power-of-r-for-insurance-and-actuarial-science-webinar-series-recap">Unlocking the Power of R for Insurance and Actuarial Science: Webinar Series Recap</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://r.iresmi.net/posts/2024/dubois_03/index.html">Du Bois Visualization Challenge 03</a></li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://kenvu.shinyapps.io/Changes-in-Life-Expectancy-by-Country-1952-2007-/">Changes in Life Expectancy by Country (1952-2007)</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-23/index.html">Taming the Data Jungle: Filtering data.tables and data.frames in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-02-22/index.html">Demystifying Data Types in R: A Beginner’s Guide with Code Examples</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-02-21/index.html">Enhancing Your Plots in R: Adding Superscripts & Subscripts</a></p>
</li>
<li>
<p><a href="https://towardsdatascience.com/building-an-hr-dashboard-in-r-using-flexdashboard-76d14ed3f32">Building an HR Dashboard in R using Flexdashboard</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://appsilon.com/new-developments-in-rhino/">Join Us at Shiny Gatherings #11: New Developments in Rhino</a></p>
</li>
<li>
<p><a href="https://www.meetup.com/rladies-cambridge/events/299051061/">(March 4, 2024) Dataviz lunch: Replicating Du Bois with R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2024/02/06/join-our-upcoming-webinar-master-tidy-finance-access-financial-data-with-expert-christoph-scheuch">(March 6, 2024) Master Tidy Finance & Access Financial Data with Expert Christoph Scheuch</a></p>
</li>
<li>
<p><a href="https://appsilon.com/shinyconf-2024-keynotes/">(April 17-19, 2024) Get Ready for ShinyConf 2024: Explore Keynotes & Secure Your Spot</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/21/join-our-r-medicine-webinar-quarto-for-reproducible-medical-manuscripts">Join our R/Medicine Webinar: Quarto for Reproducible Medical Manuscripts</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://fosstodon.org/@gmschroe/111954294907264244/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://fosstodon.org/@tylermorganwall/111989933861341170/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
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<h3 id="quotes-of-the-week">Quotes of the Week</h3>
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<iframe src="https://fosstodon.org/@EvaMaeRey/111977356425220920/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
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R Weekly 2024-W08 Bike Riding, Suggests, Guess My Name2024-02-18T00:00:00+00:00https://rweekly.org/2024-W08
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://tonyelhabr.rbind.io/">Tony ElHabr</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.gregdubrow.io/posts/my-year-of-riding-danishly/">My Year of Riding Danishly</a></p>
</li>
<li>
<p><a href="https://rtask.thinkr.fr/tame-your-namespace-with-a-dash-of-suggests/">Tame your namespace with a dash of suggests</a></p>
</li>
<li>
<p><a href="https://mhoehle.github.io/blog/2024/02/12/decisiontree.html">Guess My Name with Decision Trees</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://rtask.thinkr.fr/tame-your-namespace-with-a-dash-of-suggests/">Tame your namespace with a dash of suggests</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2024/02/08/producing-oss-first-edition-karl-fogel/">Reading notes on Producing open source software by Karl Fogel (First edition)</a></p>
</li>
<li>
<p><a href="https://tada.science/posts/2024-02-17-raw-strings/">raw strings</a></p>
</li>
<li>
<p><a href="https://tada.science/posts/2024-02-15-httr2-req-perform-stream-round/">httr2::req_perform_stream</a></p>
</li>
<li>
<p><a href="https://www.bryanshalloway.com/2024/02/11/aggregating-measures-of-uncertainty/">Aggregating Measures of Uncertainty</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.gregdubrow.io/posts/my-year-of-riding-danishly/">My Year of Riding Danishly</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W08/danish.png" alt="" /></p>
<ul>
<li><a href="https://mhoehle.github.io/blog/2024/02/12/decisiontree.html">Guess My Name with Decision Trees</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W08/rpart.png" alt="" /></p>
<ul>
<li>
<p><a href="https://datageeek.com/2024/02/14/understanding-methane-emissions-with-a-heatmap-and-modeling-with-multiple-models/">Understanding Methane Emissions Through Heatmap and Comparison of Many Models</a></p>
</li>
<li>
<p><a href="https://sumsar.net/blog/baking-the-cake-dataset-cake/">Baking the cake dataset cake</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/13/ann-arbor-r-user-group-harnessing-the-power-of-r-and-github">Ann Arbor R User Group: Harnessing the Power of R and GitHub</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/02/15/champions-program-champions-2024/">Introducing rOpenSci Champions - Cohort 2023-2024</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://github.com/marvinschmitt/MetaUncertaintyPaper">The Meta-Uncertainty Framework</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://www.r-consortium.org/r-insurance-series-for-everyone-in-insurance-or-actuarial-science">R/Insurance Series: For Everyone in Insurance or Actuarial Science</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=mmiCATs">{mmiCATs} 0.1.0</a>: Cluster Adjusted t Statistic Applications</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=circlesplot">{circlesplot} 1.0.0</a>: Visualize Proportions with Circles in a Plot</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=valentine">{valentine} 2024.2.14</a>: Spread the Love for R Packages with Poetry</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggtibble">{ggtibble} 1.0.0</a>: Create Tibbles and Lists of ‘ggplot’ Figures for Reporting</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=fastTS">{fastTS} 0.1.2</a>: Fast Time Series Modeling with the Sparsity Ranked Lasso</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=teal">{teal} 0.15.0</a>: Exploratory Web Apps for Analyzing Clinical Trials Data</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://docs.ropensci.org/quartificate/">{quartificate} 0.0.0.9000</a>: Transform Google Docs into Quarto books.</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://github.com/hughjonesd/ggmagnify">{ggmagnify} 0.4.0</a>: Create a Magnified Inset of Part of a “Ggplot” Object</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W08/ggmagnify.png" alt="" /></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/02/08#rcpparmadillo_0.12.8.0.0">{RcppArmadillo} 0.12.8.0.0</a>: ‘Rcpp’ Integration for the ‘Armadillo’ Templated Linear Algebra Library - <a href="https://diffify.com/R/RcppArmadillo">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=survivoR">{survivoR} 2.3.1</a>: Data from all Seasons of Survivor (US) TV Series in Tidy Format - <a href="https://diffify.com/R/survivoR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=openxlsx2">{openxlsx2} 1.4</a>: Read, Write and Edit ‘xlsx’ Files - <a href="https://diffify.com/R/openxlsx2">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=brulee">{brulee} 0.3.0</a>: High-Level Modeling Functions with ‘torch’ - <a href="https://diffify.com/R/brulee">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=GGally">{GGally} 2.2.1</a>: Extension to ‘ggplot2’ - <a href="https://diffify.com/R/GGally">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gsDesign">{gsDesign} 3.6.1</a>: Group Sequential Design - <a href="https://diffify.com/R/gsDesign">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rvest">{rvest} 1.0.4</a>: Easily Harvest (Scrape) Web Pages - <a href="https://diffify.com/R/rvest">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=_nAfJ-5nkcU">RStudio setup, projects, and shortcuts</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://github.com/RamiKrispin/shiny-express-poc">Deploying a Shiny App on Hugging Face Spaces with Docker</a></li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://cabuelow.github.io/personal-website/posts/2024-02-10-apps-explore-models/">Building better models with reactive application</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://3mw.albert-rapp.de/p/api-oauth">3MW (API Calls With OAuth2.0 Authentication)</a></p>
</li>
<li>
<p><a href="https://www.infoworld.com/article/3625488/how-to-run-r-in-visual-studio-code.html">How to run R in Visual Studio Code</a></p>
</li>
<li>
<p><a href="https://appsilon.com/clinical-tables-with-the-gt-package/">Introduction to Clinical Tables with the {gt} Package</a></p>
</li>
<li>
<p><a href="https://appsilon.com/r-shiny-app-security/">R Shiny Security: How to Make Your Shiny Apps Secured</a></p>
</li>
<li>
<p><a href="https://freakonometrics.hypotheses.org/71511">Discrimination by proxy (a real case study)</a></p>
</li>
<li>
<p><a href="https://r-critique.com/unexpected_results_all_function">(Un)expected results with R: the all() function</a></p>
</li>
<li>
<p><a href="https://dwayzer.netlify.app/posts/2021-11-22-using-cc-unicode-symbols-in-ggplot2">Using CC unicode symbols in ggplot2</a></p>
</li>
<li>
<p><a href="https://dwayzer.netlify.app/posts/2024-02-10-drawing-a-zodiac-chart">Zodiac Charts</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-16/index.html">Level Up Your Data Wrangling: Adding Index Columns in R like a Pro!</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-15/index.html">Conquering R’s Apply Family: Your Guide to apply(), lapply(), sapply(), and tapply()</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-14/index.html">Mastering Date Sequences in R: A Comprehensive Guide</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-13/index.html">How to Get First or Last Day of Month in R with lubridate and base R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-12/index.html">From Chaos to Clarity: Mastering Weekly Data Wrangling in R with strftime()</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/12/unraveling-the-term-validation-join-the-discussion-at-the-r-validation-hub-community-meeting-on-february-20-2024">(February 20, 2024) Unraveling the term “Validation”: Join the Discussion at the R Validation Hub Community Meeting</a></p>
</li>
<li>
<p><a href="https://cardiff.zoom.us/meeting/register/tZEqduGsqjwqGNWoG7FSA6U51ohnswp74Ww-#/registration">(February 21, 2024) Forecasting with Generalised Additive Models (GAMs) in R</a></p>
</li>
<li>
<p><a href="https://www.meetup.com/rladies-cambridge/events/299051061/">(March 4, 2024) Dataviz lunch: Replicating Du Bois with R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2024/02/06/join-our-upcoming-webinar-master-tidy-finance-access-financial-data-with-expert-christoph-scheuch">(March 6, 2024) Master Tidy Finance & Access Financial Data with Expert Christoph Scheuch</a></p>
</li>
<li>
<p><a href="https://appsilon.com/shinyconf-2024-keynotes/">(April 17-19, 2024) Get Ready for ShinyConf 2024: Explore Keynotes & Secure Your Spot</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<ul>
<li><a href="https://r.iresmi.net/posts/2024/dubois_02/index.html">Du Bois Visualization Challenge</a></li>
</ul>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Spending on Valentine's day candy by age for this week's <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> <br /><br />Code: <a href="https://t.co/lTksquv6sY">https://t.co/lTksquv6sY</a><a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://t.co/rNGCwMp0Uf">pic.twitter.com/rNGCwMp0Uf</a></p>— Georgios Karamanis (@geokaramanis) <a href="https://twitter.com/geokaramanis/status/1758434698378776721?ref_src=twsrc%5Etfw">February 16, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">For 25% of surveyed men in the <a href="https://twitter.com/hashtag/UK?src=hash&ref_src=twsrc%5Etfw">#UK</a>, the point of Valentine's Day is to "get laid" according to a survey from 2015.<br /><br />More than the half of women responded "show how much you care"—22 percentage points more than men!<br /><br />Happy <a href="https://twitter.com/hashtag/valentinesday?src=hash&ref_src=twsrc%5Etfw">#valentinesday</a> ❤️<br /><br />Made in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> with <a href="https://twitter.com/hashtag/ggplot2?src=hash&ref_src=twsrc%5Etfw">#ggplot2</a> 💙 <a href="https://t.co/5xJsfisT0j">pic.twitter.com/5xJsfisT0j</a></p>— Cédric Scherer (@CedScherer) <a href="https://twitter.com/CedScherer/status/1757853333715329064?ref_src=twsrc%5Etfw">February 14, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Spending on Valentine's day candy by age for this week's <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> <br /><br />Code: <a href="https://t.co/lTksquv6sY">https://t.co/lTksquv6sY</a><a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://t.co/rNGCwMp0Uf">pic.twitter.com/rNGCwMp0Uf</a></p>— Georgios Karamanis (@geokaramanis) <a href="https://twitter.com/geokaramanis/status/1758434698378776721?ref_src=twsrc%5Etfw">February 16, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">For 25% of surveyed men in the <a href="https://twitter.com/hashtag/UK?src=hash&ref_src=twsrc%5Etfw">#UK</a>, the point of Valentine's Day is to "get laid" according to a survey from 2015.<br /><br />More than the half of women responded "show how much you care"—22 percentage points more than men!<br /><br />Happy <a href="https://twitter.com/hashtag/valentinesday?src=hash&ref_src=twsrc%5Etfw">#valentinesday</a> ❤️<br /><br />Made in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> with <a href="https://twitter.com/hashtag/ggplot2?src=hash&ref_src=twsrc%5Etfw">#ggplot2</a> 💙 <a href="https://t.co/5xJsfisT0j">pic.twitter.com/5xJsfisT0j</a></p>— Cédric Scherer (@CedScherer) <a href="https://twitter.com/CedScherer/status/1757853333715329064?ref_src=twsrc%5Etfw">February 14, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
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R Weekly 2024-W07 verbosity, consortium grants, resmush2024-02-12T00:00:00+00:00https://rweekly.org/2024-W07
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://joncalder.co.za/">Jon Calder</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/02/06/verbosity-control-packages/">Please Shut Up! Verbosity Control in Packages</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/08/r-consortium-infrastructure-steering-committee-isc-grant-program-accepting-proposals-starting-march-1st">R Consortium Infrastructure Steering Committee (ISC) Grant Program Accepting Proposals starting March 1st!</a></p>
</li>
<li>
<p><a href="https://dieghernan.github.io/202402_optimize-images-r/">Optimize your images with R and reSmush.it</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/02/06/verbosity-control-packages/">Please Shut Up! Verbosity Control in Packages</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/02/07/improving-with-r-kylie-bemis-unveils-enhanced-signal-processing-with-matter-2-4-upgrade">Improving with R: Kylie Bemis Unveils Enhanced Signal Processing with Matter 2.4 Upgrade</a></p>
</li>
<li>
<p><a href="https://r-critique.com/rstudio_hidden_objects">How Rstudio hidden objects made me think I’m an impostor</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://oscarbaruffa.com/bbor_400/">Big Book of R at 400 (New milestone!)</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=dlookr">{dlookr} 0.6.3</a>: Tools for Data Diagnosis, Exploration, Transformation</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W07/dlookr_plot_outlier.png" alt="{dlookr} 0.6.3" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=zoomerjoin">{zoomerjoin} 0.1.4</a>: Superlatively Fast Fuzzy Joins</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=censored">{censored} 0.3.0</a>: ‘parsnip’ Engines for Survival Models</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=One4All">{One4All} 0.3</a>: Validate, Share, and Download Data</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=ggDoE">{ggDoE} 0.8</a>: Modern Graphs for Design of Experiments with ‘ggplot2’ - <a href="https://diffify.com/R/ggDoE">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rnaturalearthdata">{rnaturalearthdata} 1.0.0</a>: World Vector Map Data from Natural Earth Used in ‘rnaturalearth’ - <a href="https://diffify.com/R/rnaturalearthdata">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=box">{box} 1.2.0</a>: Write Reusable, Composable and Modular R Code - <a href="https://diffify.com/R/box">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggthemes">{ggthemes} 5.1.0</a>: Extra Themes, Scales and Geoms for ‘ggplot2’ - <a href="https://diffify.com/R/ggthemes">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a>
ß</li>
<li>
<p><a href="https://youtu.be/arzBRW5XIkg">How to publish Quarto projects using GitHub Pages and GitHub Actions</a></p>
</li>
<li><a href="https://www.youtube.com/watch?v=A1eYguSGjf4">20 minutes to Predict MLB HOF Pitchers - Class of 2024: TidyX Episode 172</a></li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://cran.r-project.org/package=fitODBODRshiny">{fitODBODRshiny} 1.0.0</a>: ‘Shiny’ Application for R Package ‘fitODBOD’</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://modtools.wordpress.com/2024/02/05/getting-marine-polygon-maps-in-r/">Getting marine polygon maps in R</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2024-02-05-dt-programming/">new programming with data.table</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2024-02-03-more-dot-I/">more .I in data.table</a></p>
</li>
<li>
<p><a href="https://freakonometrics.hypotheses.org/71275">Tweedie regression, or Poisson-Gamma regressions ?</a></p>
</li>
<li>
<p><a href="https://dieghernan.github.io/202402_optimize-images-r/">Optimize your images with R and reSmush.it</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W07/resmush_comparison.png" alt="Optimize your images with R and reSmush.it" /></p>
<ul>
<li>
<p><a href="https://nrennie.rbind.io/blog/making-pdf-with-quarto-typst-latex/">Making Pretty PDFs with Typst (and Quarto)</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2024/02/09/ggplot2-violin-plot.html">Unveiling Roman Amphitheaters with a ggplot2 violin plot</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-02-09/index.html">Demystifying Dates: Finding the Day of the Week in R with lubridate</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/weather-api">3MW (Getting weather data via an API with R)</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
<li>
<p><a href="https://trainingground.guru/articles/new-course-r-masterclass">(February 13th, 2024) Training Ground Guru: R Masterclass with Harsh Krishna</a></p>
</li>
<li>
<p><a href="https://cardiff.zoom.us/meeting/register/tZEqduGsqjwqGNWoG7FSA6U51ohnswp74Ww-#/registration">(February 21, 2024) Forecasting with Generalised Additive Models (GAMs) in R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2024/02/06/join-our-upcoming-webinar-master-tidy-finance-access-financial-data-with-expert-christoph-scheuch">(March 6, 2024) Master Tidy Finance & Access Financial Data with Expert Christoph Scheuch</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/02/08/r-consortium-infrastructure-steering-committee-isc-grant-program-accepting-proposals-starting-march-1st">R Consortium Infrastructure Steering Committee (ISC) Grant Program Accepting Proposals starting March 1st!</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> dplyr::if_else() FTW <a href="https://t.co/kzo4MBCgrW">pic.twitter.com/kzo4MBCgrW</a></p>— Antoine Fabri (@antoine_fabri) <a href="https://twitter.com/antoine_fabri/status/1756276438179746069?ref_src=twsrc%5Etfw">February 10, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">When appending (stacking) datasets, variable names and types must be consistent across datasets. It's helpful to check these assumptions before appending your files. The <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> janitor::compared_df_cols() is great for this. <a href="https://t.co/3UgPf2Nz8j">pic.twitter.com/3UgPf2Nz8j</a></p>— Crystal Lewis (@Cghlewis) <a href="https://twitter.com/Cghlewis/status/1755601002810753207?ref_src=twsrc%5Etfw">February 8, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W06 - Teaching, renv, parquet vs. RDS2024-02-05T00:00:00+00:00https://rweekly.org/2024-W06
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://mstdn.social/@R_by_Ryo">Ryo Nakagawara</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li><a href="https://drmowinckels.io/blog/2024/teaching-unlocks/">Teaching you - teaching me</a></li>
<li><a href="https://epiverse-trace.github.io/posts/renv-complications/">Things that can go wrong when using renv</a></li>
<li><a href="https://www.jumpingrivers.com/blog/arrow-rds-parquet-comparison/">Parquet vs the RDS Format</a></li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.brodrigues.co/blog/2024-02-02-nix_for_r_part_9/">Reproducible data science with Nix, part 9 – rix is looking for testers!</a></li>
<li><a href="https://epiverse-trace.github.io/posts/renv-complications/">Things that can go wrong when using renv</a></li>
<li><a href="https://www.r-consortium.org/blog/2024/01/24/2024-rugs-program-progress-reviewing-grants-and-empowering-r-communities">2024 RUGS Program Progress: Reviewing Grants and Empowering R Communities</a></li>
<li><a href="https://sumsar.net/blog/source-of-the-cake-dataset/">The source of the cake dataset</a></li>
<li><a href="https://drmowinckels.io/blog/2024/teaching-unlocks/">Teaching you - teaching me</a></li>
<li><a href="https://ropensci.org/blog/2024/01/25/news-january-2024/">rOpenSci News Digest, January 2024</a></li>
<li><a href="https://rdatatable-community.github.io/The-Raft/posts/2024-01-30-new_governance_new_release-toby_hocking/">New release and governance documents for {data.table}</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-02-01/index.html">R for the Real World: Counting those Business Days like a Pro!</a></li>
<li><a href="https://r-posts.com/whatsr-package/">WhatsR – An R-Package for processing exported WhatsApp Chat Logs</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/01/30/webinar-for-r-and-databases-how-oracle-machine-learning-for-r-helps-with-ml-and-massive-datasets">Webinar for R and Databases! How Oracle Machine Learning for R Helps with ML and Massive Datasets</a></li>
<li><a href="https://www.r-consortium.org/blog/2024/02/02/natalia-andriychuk-on-rugs-pfizer-r-center-of-excellence-and-open-source-projects-fostering-r-communities-inside-and-out">Natalia Andriychuk on RUGs, Pfizer R Center of Excellence, and Open Source Projects: Fostering R Communities Inside and Out</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://stackoverflow.com/questions/59600201/how-to-create-some-of-the-exotic-types">How to create some of the exotic types? - StackOverFlow</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=secretbase">{secretbase} 0.2.0</a>: Cryptographic Hash and Extendable-Output Functions</li>
<li><a href="https://cran.r-project.org/package=ggfacto">{ggfacto} 0.2.3</a>: Graphs for Correspondence Analysis</li>
<li><a href="https://cran.r-project.org/package=CodelistGenerator">{CodelistGenerator} 2.2.0</a>: Identify Relevant Clinical Codes and Evaluate Their Use</li>
<li><a href="https://cran.r-project.org/package=unigd">{unigd} 0.1.0</a>: Universal Graphics Device</li>
<li><a href="https://cran.r-project.org/package=SNVLFDR">{SNVLFDR} 1.0.1</a>: Empirical Bayes Single Nucleotide Variant Calling</li>
<li><a href="https://cran.r-project.org/package=CDCPLACES">{CDCPLACES} 1.1.4</a>: Access the ‘CDC PLACES’ API</li>
<li><a href="https://cran.r-project.org/package=lightparser">{lightparser} 0.1.0</a>: From ‘Rmarkdown’ and ‘Quarto’ Files to Tibble and Back</li>
<li><a href="https://cran.r-project.org/package=dtComb">{dtComb} 1.0.2</a>: Statistical Combination of Diagnostic Tests</li>
<li><a href="https://cran.r-project.org/package=causalBatch">{causalBatch} 1.0</a>: Causal Batch Effects</li>
<li><a href="https://cran.r-project.org/package=texPreview">{texPreview} 2.1.0</a>: Compile and Preview Snippets of ‘LaTeX’</li>
<li><a href="https://cran.r-project.org/package=bSi">{bSi} 1.0.0</a>: Modeling and Computing Biogenic Silica (‘bSi’) from Inland and
Pelagic Sediments</li>
<li><a href="https://cran.r-project.org/package=nn2poly">{nn2poly} 0.1.1</a>: Neural Network Weights Transformation into Polynomial
Coefficients</li>
<li><a href="https://cran.r-project.org/package=kisopenapi">{kisopenapi} 0.0.2</a>: Korea Investment & Securities (KIS) Open Trading API</li>
<li><a href="https://cran.r-project.org/package=goweragreement">{goweragreement} 1.0</a>: Bayesian Gower Agreement for Categorical Data</li>
<li><a href="https://cran.r-project.org/package=ggfields">{ggfields} 0.0.3</a>: Add Vector Field Layers to Ggplots</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<ul>
<li><a href="https://cran.r-project.org/package=data.table">{data.table} 1.15.0</a>: Extension of ‘data.frame’ - <a href="https://diffify.com/R/data.table">diffify</a></li>
<li><a href="https://cran.r-project.org/package=DiagrammeR">{DiagrammeR} 1.0.11</a>: Graph/Network Visualization - <a href="https://diffify.com/R/DiagrammeR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ympes">{ympes} 1.0.0</a>: Collection of Helper Functions - <a href="https://diffify.com/R/ympes">diffify</a></li>
<li><a href="https://cran.r-project.org/package=qcpm">{qcpm} 0.3</a>: Quantile Composite Path Modeling - <a href="https://diffify.com/R/qcpm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=freesurferformats">{freesurferformats} 0.1.18</a>: Read and Write ‘FreeSurfer’ Neuroimaging File Formats - <a href="https://diffify.com/R/freesurferformats">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rllama">{rllama} 0.4.4</a>: Access and Analyze Data from ‘DeFiLlama’ - <a href="https://diffify.com/R/rllama">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgfilecache">{pkgfilecache} 0.1.5</a>: Download and Manage Optional Package Data - <a href="https://diffify.com/R/pkgfilecache">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gasmodel">{gasmodel} 0.6.0</a>: Generalized Autoregressive Score Models - <a href="https://diffify.com/R/gasmodel">diffify</a></li>
<li><a href="https://cran.r-project.org/package=devEMF">{devEMF} 4.4-2</a>: EMF Graphics Output Device - <a href="https://diffify.com/R/devEMF">diffify</a></li>
<li><a href="https://cran.r-project.org/package=aws">{aws} 2.5-4</a>: Adaptive Weights Smoothing - <a href="https://diffify.com/R/aws">diffify</a></li>
<li><a href="https://cran.r-project.org/package=greta">{greta} 0.4.4</a>: Simple and Scalable Statistical Modelling in R - <a href="https://diffify.com/R/greta">diffify</a></li>
<li><a href="https://cran.r-project.org/package=CVXR">{CVXR} 1.0-12</a>: Disciplined Convex Optimization - <a href="https://diffify.com/R/CVXR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RQuantLib">{RQuantLib} 0.4.21</a>: R Interface to the ‘QuantLib’ Library - <a href="https://diffify.com/R/RQuantLib">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rapsimng">{rapsimng} 0.4.4</a>: APSIM Next Generation - <a href="https://diffify.com/R/rapsimng">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fGarch">{fGarch} 4032.91</a>: Rmetrics - Autoregressive Conditional Heteroskedastic Modelling - <a href="https://diffify.com/R/fGarch">diffify</a></li>
<li><a href="https://cran.r-project.org/package=dittoViz">{dittoViz} 1.0.1</a>: User Friendly Data Visualization - <a href="https://diffify.com/R/dittoViz">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tidygraph">{tidygraph} 1.3.1</a>: A Tidy API for Graph Manipulation - <a href="https://diffify.com/R/tidygraph">diffify</a></li>
<li><a href="https://cran.r-project.org/package=repana">{repana} 2.1.0</a>: Repeatable Analysis in R - <a href="https://diffify.com/R/repana">diffify</a></li>
<li><a href="https://cran.r-project.org/package=unrtf">{unrtf} 1.4.5</a>: Extract Text from Rich Text Format (RTF) Documents - <a href="https://diffify.com/R/unrtf">diffify</a></li>
<li><a href="https://cran.r-project.org/package=commonmark">{commonmark} 1.9.1</a>: High Performance CommonMark and Github Markdown Rendering in R - <a href="https://diffify.com/R/commonmark">diffify</a></li>
</ul>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
<li><a href="https://youtu.be/AIwX-vWB6B4">How to Avoid These Common Mistakes with {ggplot2} - A Step-by-Step Tutorial</a></li>
<li><a href="https://youtu.be/mrGKySJ-cJc">How to Use Dropdown Menus in Tables With R - Step-By-Step Tutorial</a></li>
<li><a href="https://youtu.be/cK7U10omEJo">How to Create Maps With Patterns in ggplot2 - A Step-By-Step Tutorial</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://albert-rapp.de/posts/ggplot2-tips/25_maps_patterns/25_maps_patterns">Combining maps and patterns with {ggplot2}</a></li>
<li><a href="https://albert-rapp.de/posts/18_connecting_reactable_ojs/18_connecting_reactable_ojs">Interactive filters in tables with reactable</a></li>
<li><a href="https://albert-rapp.de/posts/ggplot2-tips/21_common_ggplot_mistakes/21_common_ggplot_mistakes">6 Common ggplot2 Mistakes</a></li>
<li><a href="https://rdatatable-community.github.io/The-Raft/posts/2024-01-28-piping_data_tables-elio_campitelli/">Piping with {data.table}</a></li>
<li><a href="https://www.jumpingrivers.com/blog/arrow-rds-parquet-comparison/">Parquet vs the RDS Format</a></li>
<li><a href="https://www.marsja.se/remove-specific-row-in-r-how-to-examples-with-dplyr/">Remove Specific Row in R: How to & Examples with dplyr</a></li>
<li><a href="https://r.iresmi.net/posts/2024/webr/index.html">Playing with webr</a></li>
<li><a href="https://modtools.wordpress.com/2024/01/26/extract-raster-values-to-points-with-bilinear-interpolation/">Extract raster values to points with bilinear interpolation</a></li>
<li><a href="https://statsandr.com/blog/binary-logistic-regression-in-r/">Binary logistic regression in R</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-01-31/index.html">Time Flies? Time Travels! Adding Days to Dates in R (Like a Pro)</a></li>
<li><a href="https://luisdva.github.io/rstats/complete/">You tidyr::complete() me</a></li>
<li><a href="https://labs.ala.org.au/posts/2024-01-25_hex_point_maps/">Combining multiple species distributions on one map with hexagons and points</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p>R Contributor Office Hours, Thursday February 8: <a href="https://www.meetup.com/r-contributors/events/298435153/">Europe/Middle East/Asia-Pacific Hour</a> or <a href="https://www.meetup.com/r-contributors/events/298350211/">Americas Hour</a></p>
<p>Join an online Office Hour at the time that suits you to:</p>
<ul>
<li>discuss how to get started contributing to R</li>
<li>get help/feedback on contributions you are working on</li>
<li>look at open bugs/work on translations together</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://www.meetup.com/sevilla-r-users/events/298628185/">February 8th, 2024: “High-productivity data frame operations with data.table” by Jan Gorecki at SevillaR</a> (<a href="https://bit.ly/SevillaR_data-table">online registration</a>)</p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
<li>
<p><a href="https://trainingground.guru/articles/new-course-r-masterclass">(February 13th, 2024) Training Ground Guru: R Masterclass with Harsh Krishna</a></p>
</li>
<li>
<p><a href="https://cardiff.zoom.us/meeting/register/tZEqduGsqjwqGNWoG7FSA6U51ohnswp74Ww-#/registration">(February 21, 2024) Forecasting with Generalised Additive Models (GAMs) in R</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<ul>
<li><a href="https://rdatatable-community.github.io/The-Raft/posts/2023-11-01-travel_grant_announcement-community_team/">Apply for the {data.table} ambassador travel grant</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Mount Fuji.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> <a href="https://twitter.com/hashtag/plotter?src=hash&ref_src=twsrc%5Etfw">#plotter</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/Mg49pKUtY1">pic.twitter.com/Mg49pKUtY1</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1750142344509178191?ref_src=twsrc%5Etfw">January 24, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Inspired and made possible by <a href="https://twitter.com/nrennie35?ref_src=twsrc%5Etfw">@nrennie35</a>, here's a typewriter elevation map of Japan. The characters to indicate increasing elevation are: 地, 低, 中, 高, and 峰.<a href="https://twitter.com/hashtag/ggplot2?src=hash&ref_src=twsrc%5Etfw">#ggplot2</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/fHFw1H8g2z">pic.twitter.com/fHFw1H8g2z</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1750912220903493814?ref_src=twsrc%5Etfw">January 26, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">One of my favorite <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> interactive mapping tricks: using the `|` operator in mapview to create a swipe map.<br /><br />Here - showing the results of the `erase_water()` function in the Seattle area! <a href="https://t.co/sBf0ktZEx4">pic.twitter.com/sBf0ktZEx4</a></p>— Kyle Walker (@kyle_e_walker) <a href="https://twitter.com/kyle_e_walker/status/1750568489021247542?ref_src=twsrc%5Etfw">January 25, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Restructuring your longitudinal data from long to wide OR wide to long format is a fairly painless process in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a>, especially when you consistently name your variables using controlled vocabulary. 🌟<br />Full script here: <a href="https://t.co/aQBGKBmzI7">https://t.co/aQBGKBmzI7</a> <a href="https://t.co/IzU202FL7M">pic.twitter.com/IzU202FL7M</a></p>— Crystal Lewis (@Cghlewis) <a href="https://twitter.com/Cghlewis/status/1752882132513329183?ref_src=twsrc%5Etfw">February 1, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Say want you want about the <a href="https://twitter.com/hashtag/tidyverse?src=hash&ref_src=twsrc%5Etfw">#tidyverse</a>, nothing beats its expressiveness! <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://t.co/nUA8fUV6wj">pic.twitter.com/nUA8fUV6wj</a></p>— Bruno Rodrigues (@brodriguesco@fosstodon.org) (@brodriguesco) <a href="https://twitter.com/brodriguesco/status/1752705721786089646?ref_src=twsrc%5Etfw">January 31, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W05 - Notes from live code review, and load different R package versions at once2024-01-29T00:00:00+00:00https://rweekly.org/2024-W05
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://batool-almarzouq.netlify.app/">Batool Almarzouq</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://jadeyryan.com/blog/2024-01-22_package-review/index.html">Notes from live code review of {soils}</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2024/01/23/git-worktree/">Load different R package versions at once with git worktree</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://forwards.github.io/blog/2024/website-relaunch/index.html">R forward Website Relaunch</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/quarto-1-4-release/">Quarto 1.4 has been released</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/583fcf88-19d7-4eef-af8e-1bed987b6509" alt="Screenshot 2024-01-29 at 22 29 04" /></p>
<ul>
<li>
<p><a href="https://modtools.wordpress.com/2024/01/26/extract-raster-values-to-points-with-bilinear-interpolation/">Extract raster values to points with bilinear interpolation</a></p>
</li>
<li>
<p><a href="https://modtools.wordpress.com/2024/01/23/actual-pixel-sizes-of-unprojected-raster-maps/">Actual pixel sizes of unprojected raster maps</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/1b90a997-e431-4fc0-a2b7-3aeb4f2b7517" alt="Screenshot 2024-01-29 at 22 29 50" /></p>
<ul>
<li>
<p><a href="https://freakonometrics.hypotheses.org/69903">Fairness and discrimination, PhD Course, #4 Wasserstein Distances and Optimal Transport</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/remove-specific-row-in-r-how-to-examples-with-dplyr/">Remove Specific Row in R: How to & Examples with dplyr</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/24#qlcal-r_0.0.10">qlcal 0.0.10 on CRAN: Calendar Updates</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/24#rapidatetime_0.0.9">RApiDatetime 0.0.9 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/23#rcppannoy_0.0.22">RcppAnnoy 0.0.22 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/22#x13binary_1.1.60">x13binary 1.1.60 on CRAN: Upstream Update, Updated Build</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/21#rprotobuf_0.4.22">RProtoBuf 0.4.22 on CRAN: Updated Windows Support!</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/01/bigrquery-1-5-0/">bigrquery 1.5.0</a></p>
</li>
<li>
<p><a href="https://sumsar.net/blog/source-of-the-cake-dataset/">The source of the cake dataset</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/80c09806-2cc2-4202-bf53-c7426656b6b1" alt="Screenshot 2024-01-29 at 22 30 43" /></p>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/01/25/news-january-2024/">rOpenSci News Digest, January 2024</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/events-at-jr-2024/">Events at Jumping Rivers 2024</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://psyteachr.github.io/data-skills-v2/index.html">undergrad PsyTeachR data skills book for beginners in #rstats</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=rusquant">{rusquant} 1.0.5</a>: Quantitative Trading Framework</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=PxWebApiData">{PxWebApiData} 0.9.0</a>: PX-Web Data by API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=AnalysisLin">{AnalysisLin} 0.1.0</a>: Exploratory Data Analysis</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=lightparser">{lightparser} 0.1.0</a>: From ‘Rmarkdown’ and ‘Quarto’ Files to Tibble and Back</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=texPreview">{texPreview} 2.1.0</a>: Compile and Preview Snippets of ‘LaTeX’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=labelr">{labelr} 0.1.2</a>: Label Data Frames, Variables, and Values</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=distops">{distops} 0.1.0</a>: Usual Operations for Distance Matrices in R</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=AutoPlots">{AutoPlots} 1.0.0</a>: Creating Echarts Visualizations as Easy as Possible</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cliot">{cliot} 0.1.0</a>: Clinical Indices and Outcomes Tools</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tinytable">{tinytable} 0.0.2</a>: Simple and Configurable Tables in ‘HTML’, ‘LaTeX’, ‘Markdown’,
‘Word’, and ‘PNG’ Formats</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=retel">{retel} 0.1.0</a>: Regularized Exponentially Tilted Empirical Likelihood</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=arcpy">{arcpy} 0.4-0</a>: Interface to ‘ArcGIS’ ‘Python’ Modules</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=sqlhelper">{sqlhelper} 0.2.1</a>: Easier ‘SQL’ Integration</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=TDApplied">{TDApplied} 3.0.2</a>: Machine Learning and Inference for Topological Data Analysis</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=evprof">{evprof} 1.0.0</a>: Electric Vehicle Charging Sessions Profiling and Modelling</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=openscoring">{openscoring} 1.0.1</a>: ‘Open Scoring’ API Client</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=kyotil">{kyotil} 2023.11-27</a>: Utility Functions for Statistical Analysis Report Generation and
Monte Carlo Studies - <a href="https://diffify.com/R/kyotil">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=iCellR">{iCellR} 1.6.5</a>: Analyzing High-Throughput Single Cell Sequencing Data - <a href="https://diffify.com/R/iCellR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=vegdata">{vegdata} 0.9.12</a>: Access Vegetation Databases and Treat Taxonomy - <a href="https://diffify.com/R/vegdata">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggparallel">{ggparallel} 0.3.0</a>: Variations of Parallel Coordinate Plots for Categorical Data - <a href="https://diffify.com/R/ggparallel">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyBdE">{tidyBdE} 0.3.5</a>: Download Data from Bank of Spain - <a href="https://diffify.com/R/tidyBdE">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tsibble">{tsibble} 1.1.4</a>: Tidy Temporal Data Frames and Tools - <a href="https://diffify.com/R/tsibble">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=plume">{plume} 0.2.3</a>: A Simple Author Handler for Scientific Writing - <a href="https://diffify.com/R/plume">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=robustmatrix">{robustmatrix} 0.1.2</a>: Robust Matrix-Variate Parameter Estimation - <a href="https://diffify.com/R/robustmatrix">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=igraph">{igraph} 2.0.1</a>: Network Analysis and Visualization - <a href="https://diffify.com/R/igraph">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=coffee">{coffee} 0.3.0</a>: Chronological Ordering for Fossils and Environmental Events - <a href="https://diffify.com/R/coffee">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=raptr">{raptr} 1.0.1</a>: Representative and Adequate Prioritization Toolkit in R - <a href="https://diffify.com/R/raptr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=stranslate">{stranslate} 0.1.3</a>: Simple Translation Between Different Languages - <a href="https://diffify.com/R/stranslate">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cv">{cv} 1.1.0</a>: Cross-Validation of Regression Models - <a href="https://diffify.com/R/cv">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=selenider">{selenider} 0.3.0</a>: Concise, Lazy and Reliable Wrapper for ‘chromote’ and ‘selenium’ - <a href="https://diffify.com/R/selenider">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dataset">{dataset} 0.3.1</a>: Create Data Frames that are Easier to Exchange and Reuse - <a href="https://diffify.com/R/dataset">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cellpypes">{cellpypes} 0.3.0</a>: Cell Type Pipes for Single-Cell RNA Sequencing Data - <a href="https://diffify.com/R/cellpypes">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=annotater">{annotater} 0.2.3</a>: Annotate Package Load Calls - <a href="https://diffify.com/R/annotater">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=stevetemplates">{stevetemplates} 1.0.0</a>: Steve’s R Markdown Templates - [diffify](https://diffify.com/R/stevetemplates</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=amanida">{amanida} 0.3.0</a>: Meta-Analysis for Non-Integral Data - <a href="https://diffify.com/R/amanida">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=jskm">{jskm} 0.5.3</a>: Kaplan-Meier Plot with ‘ggplot2’ - <a href="https://diffify.com/R/jskm">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=iheatmapr">{iheatmapr} 0.7.1</a>: Interactive, Complex Heatmaps - <a href="https://diffify.com/R/iheatmapr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=quanteda.textplots">{quanteda.textplots} 0.94.4</a>: Plots for the Quantitative Analysis of Textual Data - <a href="https://diffify.com/R/quanteda.textplots">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=PHEindicatormethods">{PHEindicatormethods} 2.0.2</a>: Common Public Health Statistics and their Confidence Intervals - <a href="https://diffify.com/R/PHEindicatormethods">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=oaii">{oaii} 0.4.0</a>: ‘OpenAI’ API R Interface - <a href="https://diffify.com/R/oaii">diffify</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-26/index.html">Unveiling the Earliest Date: A Journey Through R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-25/index.html">Mastering Date Calculations in R: A Guide to Calculating Months with Base R and lubridate</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-23/index.html">Exploring Data Lengths with R’s lengths() Function</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-22/index.html">Demystifying bootstrap_stat_plot(): Your Ticket to Insightful Data Exploration</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=CaktME4w32I">2024-01-17 (Meeting #136) R Stats Bootcamp Session 1 (Ed)</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=6SpFONtDhyE">2024-01-24 (Meeting #137) R Stats Bootcamp Session 2 (Ed)</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=auXiL2eJELY">Familiarization with R: Using R as a calculator</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=MKjz_xkMgxY">https://www.youtube.com/watch?v=MKjz_xkMgxY</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=cK7U10omEJo">https://www.youtube.com/watch?v=cK7U10omEJo</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://3mw.albert-rapp.de/p/add-js-to-quarto-dashboard">3MW (Inserting JavaScript into {reactable})</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2024/01/23/git-worktree">Load different R package versions at once with git worktree</a></p>
</li>
<li>
<p><a href="https://jadeyryan.com/blog/2024-01-22_package-review/index.html">Notes from live code review of {soils}</a></p>
</li>
<li>
<p><a href="https://divingintogeneticsandgenomics.com/post/how-to-make-a-multi-group-dotplot-for-single-cell-rnaseq-data/">How to make a multi-group dotplot for single-cell RNAseq data</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/5df1420f-d842-450c-bf11-8284b9d764ef" alt="Screenshot 2024-01-29 at 22 34 09" /></p>
<ul>
<li>
<p><a href="https://www.productive-r-workflow.com">An interactive mini course helping R developers be So. Much. More. efficient at data analysis</a></p>
</li>
<li>
<p><a href="https://emilhvitfeldt.github.io/ISLR-tidymodels-labs/">ISLR tidymodels labs</a></p>
</li>
<li>
<p><a href="https://r-posts.com/whatsr-package/">WhatsR – An R-Package for processing exported WhatsApp Chat Logs</a></p>
</li>
<li>
<p><a href="https://shikokuchuo.net/posts/21-mirai-parallel-clusters">mirai Parallel Clusters</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-29/index.html">How to Extract Month from Date in R (With Examples)</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="grants">Grants</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/01/24/2024-rugs-program-progress-reviewing-grants-and-empowering-r-communities">2024 RUGS Program Progress: Reviewing Grants and Empowering R Communities</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/f0e07d81-93f3-4654-bd0e-d8e9c4ee486c" alt="Screenshot 2024-01-29 at 22 32 54" /></p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Population density of Japan revisited. I did something like this before but made a few changes here. <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/jSGCsKR5C9">pic.twitter.com/jSGCsKR5C9</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1749073204142899398?ref_src=twsrc%5Etfw">January 21, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Rivers and lakes of the Iberian Peninsula.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/0Qu4Y0NeTw">pic.twitter.com/0Qu4Y0NeTw</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1751446509508337845?ref_src=twsrc%5Etfw">January 28, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">One of my favorite <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> interactive mapping tricks: using the `|` operator in mapview to create a swipe map.<br /><br />Here - showing the results of the `erase_water()` function in the Seattle area! <a href="https://t.co/sBf0ktZEx4">pic.twitter.com/sBf0ktZEx4</a></p>— Kyle Walker (@kyle_e_walker) <a href="https://twitter.com/kyle_e_walker/status/1750568489021247542?ref_src=twsrc%5Etfw">January 25, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W04 - Babledown, Six base R functions, and Making dashboard interactive2024-01-22T00:00:00+00:00https://rweekly.org/2024-W04
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://github.com/parmsam">Sam Parmar</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/01/16/deepl-update-babeldown/">How to Update a Translation with Babeldown</a></p>
</li>
<li>
<p><a href="https://ivelasq.rbind.io/blog/not-so-basic-base-r-functions/">Six not-so-basic base R functions</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/3mw-making-dashboard-interactive">3MW (Making dashboard interactive)</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/01/14/runiverse-arm64/">R-universe now builds MacOS ARM64 binaries for use on Apple Silicon (aka M1/M2/M3) systems</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2024/01/18/saperlipopette-package-practice-git/">Introducing saperlipopette, a package to practice Git!</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/2023-posit-year-in-review/">2023 Posit Year in Review</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W04/2023_600.jpg" alt="" /></p>
<ul>
<li>
<p><a href="https://www.jumpingrivers.com/blog/arrow-reading-writing-feather-hive-parquet/">Reading and Writing Data with {arrow}</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2024/01/12/transparency2023/">rOpenSci 2023 Code of Conduct Transparency Report</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/01/withr-3-0-0/">withr 3.0.0</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W04/thumbnail-wd_600.jpg" alt="" /></p>
<ul>
<li>
<p><a href="https://www.njtierney.com/post/2024/01/10/rse-digest-january/">Rstats RSE January Digest</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-01-19/index.html">The new function on the block with tidyAML extract_regression_residuals()</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-01-18/index.html">Exploring the Enhanced Features of tidyAML’s internal_make_wflw_predictions()</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-01-17/index.html">Using .drop_na in Fast Classification and Regression</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2024-01-16/index.html">Exploring the Power of tidyAML 0.0.4: Unleashing New Features and Enhancements</a></li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-12/index.html">TidyDensity Powers Up with Data.table: Speedier Distributions for Your Data Exploration</a></p>
</li>
<li>
<p><a href="https://emilyriederer.com/post/py-rgo-polars/">polars’ Rgonomic Patterns</a></p>
</li>
<li>
<p><a href="https://jamesgoldie.dev/writing/your-new-r-package-webr/">Your new R package? Write a WebR blog post for it</a></p>
</li>
<li><a href="https://www.rostrum.blog/posts/2024-01-20-webr-remote/">Pseudo-apps in the browser with WebR and Quarto?</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://www.mm218.dev/posts/2024-01-10-rsi-cran/">rsi is now on CRAN: Your one-stop shop for spatial ML data retrieval and pre-processing.</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/16/satellite-data-with-r-unveiling-earths-surface-using-the-icesat2r-package">Satellite Data with R: Unveiling Earth’s Surface Using the ICESat2R Package</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W04/standard_compressed_ICESat2-1_600.jpg" alt="" /></p>
<ul>
<li><a href="https://posit.co/blog/posit-databricks-webinar-dec2023-q-a/">Posit x Databricks: December ’23 Webinar Recap</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/12/from-vision-to-action-pfizers-r-adoption-odyssey-join-the-webinar-on-february-8-2024">From Vision to Action: Pfizer’s R Adoption Odyssey – Join the Webinar on February 8, 2024</a></p>
</li>
<li>
<p><a href="https://appsilon.com/boston-medical-centers-journey-with-machine-learning/">Revolutionizing Patient Data Analysis: Boston Medical Center’s Journey with Machine Learning</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://mm218.dev/posts/2024-01-10-rsi-cran/index.html">rsi is now on CRAN!</a></p>
</li>
<li><a href="https://cran.r-project.org/package=rworkflows">{rworkflows} 1.0.1</a>: Test, Document, Containerise, and Deploy R Packages</li>
<li><a href="https://cran.r-project.org/package=yyjsonr">{yyjsonr} 0.1.16</a>: Fast JSON Parser and Generator</li>
<li><a href="https://cran.r-project.org/package=dfmirroR">{dfmirroR} 2.0.0</a>: Simulate a Data Frame Mirroring an Input and Produce Shareable
Simulation Code</li>
<li><a href="https://cran.r-project.org/package=scientific">{scientific} 2024.0</a>: Elegant Scientific Themed Reporting for ‘Markdown’</li>
<li><a href="https://cran.r-project.org/package=r2fireworks">{r2fireworks} 0.1.0</a>: Enhance Your ‘Rmarkdown’ and ‘shiny’ Apps with Dazzling
Fireworks Celebrations</li>
<li><a href="https://cran.r-project.org/package=parcr">{parcr} 0.5.0</a>: Construct Parsers for Structured Text Files</li>
<li><a href="https://cran.r-project.org/package=baseballr">{baseballr} 1.6.0</a>: Acquiring and Analyzing Baseball Data</li>
<li><a href="https://cran.r-project.org/package=oaii">{oaii} 0.1.9</a>: ‘OpenAI’ API R Interface</li>
<li><a href="https://cran.r-project.org/package=bscui">{bscui} 0.1.2</a>: Build SVG Custom User Interface</li>
<li><a href="https://cran.r-project.org/package=tidyplate">{tidyplate} 1.0.0</a>: Transform Microplate Data into Tidy Dataframes</li>
<li><a href="https://cran.r-project.org/package=tidyMC">{tidyMC} 1.0.0</a>: Monte Carlo Simulations Made Easy and Tidy
Outcome</li>
<li><a href="https://cran.r-project.org/package=rsi">{rsi} 0.1.1</a>: Efficiently Retrieve and Process Satellite Imagery</li>
<li><a href="https://cran.r-project.org/package=drugdevelopR">{drugdevelopR} 1.0.1</a>: Utility-Based Optimal Phase II/III Drug Development Planning Validation</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=port4me">port4me 0.7.0</a>: Get the Same, Personal, Free TCP Port over and over</p>
</li>
<li><a href="http://dirk.eddelbuettel.com/blog/2024/01/12#rcppspdlog_0.0.16">RcppSpdlog 0.0.16 on CRAN: New Upstream</a></li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/12#rdieharder_0.2.6">RDieHarder 0.2.6 on CRAN: Maintenance</a></p>
</li>
<li><a href="https://cran.r-project.org/package=procs">{procs} 1.0.5</a>: Recreates Some ‘SAS®’ Procedures in ‘R’ - <a href="https://diffify.com/R/procs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=usmap">{usmap} 0.7.0</a>: US Maps Including Alaska and Hawaii - <a href="https://diffify.com/R/usmap">diffify</a></li>
<li><a href="https://cran.r-project.org/package=blavaan">{blavaan} 0.5-3</a>: Bayesian Latent Variable Analysis - <a href="https://diffify.com/R/blavaan">diffify</a></li>
<li><a href="https://cran.r-project.org/package=yardstick">{yardstick} 1.3.0</a>: Tidy Characterizations of Model Performance - <a href="https://diffify.com/R/yardstick">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pathfindR">{pathfindR} 2.3.1</a>: Enrichment Analysis Utilizing Active Subnetworks - <a href="https://diffify.com/R/pathfindR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arkhe">{arkhe} 1.5.0</a>: Tools for Cleaning Rectangular Data - <a href="https://diffify.com/R/arkhe">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crandep">{crandep} 0.3.5</a>: Network Analysis of Dependencies of CRAN Packages - <a href="https://diffify.com/R/crandep">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rgho">{rgho} 3.0.2</a>: Access WHO Global Health Observatory Data from R - <a href="https://diffify.com/R/rgho">diffify</a></li>
<li><a href="https://cran.r-project.org/package=unrtf">{unrtf} 1.4.4</a>: Extract Text from Rich Text Format (RTF) Documents - <a href="https://diffify.com/R/unrtf">diffify</a></li>
<li><a href="https://cran.r-project.org/package=antiword">{antiword} 1.3.2</a>: Extract Text from Microsoft Word Documents - <a href="https://diffify.com/R/antiword">diffify</a></li>
<li><a href="https://cran.r-project.org/package=googletraffic">{googletraffic} 0.1.5</a>: Google Traffic - <a href="https://diffify.com/R/googletraffic">diffify</a></li>
<li><a href="https://cran.r-project.org/package=GenAI">{GenAI} 0.1.15</a>: Generative Artificial Intelligence - <a href="https://diffify.com/R/GenAI">diffify</a></li>
<li><a href="https://cran.r-project.org/package=asciicast">{asciicast} 2.3.1</a>: Create ‘Ascii’ Screen Casts from R Scripts - <a href="https://diffify.com/R/asciicast">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gt">{gt} 0.10.1</a>: Easily Create Presentation-Ready Display Tables - <a href="https://diffify.com/R/gt">diffify</a></li>
<li><a href="https://cran.r-project.org/package=excel.link">{excel.link} 0.9.12</a>: Convenient Data Exchange with Microsoft Excel - <a href="https://diffify.com/R/excel.link">diffify</a></li>
<li><a href="https://cran.r-project.org/package=hexFinder">{hexFinder} 0.8.2</a>: Find Hex Logos for CRAN Packages - <a href="https://diffify.com/R/hexFinder">diffify</a></li>
<li><a href="https://cran.r-project.org/package=shiny.semantic">{shiny.semantic} 0.5.0</a>: Semantic UI Support for Shiny - <a href="https://diffify.com/R/shiny.semantic">diffify</a></li>
<li><a href="https://cran.r-project.org/package=parsermd">{parsermd} 0.1.3</a>: Formal Parser and Related Tools for R Markdown Documents - <a href="https://diffify.com/R/parsermd">diffify</a></li>
<li><a href="https://cran.r-project.org/package=withr">{withr} 3.0.0</a>: Run Code ‘With’ Temporarily Modified Global State - <a href="https://diffify.com/R/withr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fabricatr">{fabricatr} 1.0.2</a>: Imagine Your Data Before You Collect It - <a href="https://diffify.com/R/fabricatr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgload">{pkgload} 1.3.4</a>: Simulate Package Installation and Attach - <a href="https://diffify.com/R/pkgload">diffify</a></li>
<li><a href="https://cran.r-project.org/package=optparse">{optparse} 1.7.4</a>: Command Line Option Parser - <a href="https://diffify.com/R/optparse">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggquickeda">{ggquickeda} 0.3.1</a>: Quickly Explore Your Data Using ‘ggplot2’ and ‘table1’ Summary Tables - <a href="https://diffify.com/R/ggquickeda">diffify</a></li>
</ul>
<h2 id="call-for-participation">Call for Participation</h2>
<ul>
<li>
<p><a href="https://posit.co/blog/speak-at-posit-conf-2024/">Speak at posit::conf(2024)!</a></p>
</li>
<li>
<p><a href="https://r-posts.com/call-for-speakers-shinyconf-2024-by-appsilon/">Call for Speakers: ShinyConf 2024 by Appsilon</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/polling-places/">Changes in #TidyTuesday US polling places</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=hgpL-sppw7E&ab_channel=R-LadiesRome">R-Ladies Rome (English) - Introduction to Reproducible Publications with Quarto</a></p>
</li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/19/join-fake-it-until-you-make-it-how-and-why-to-simulate-data-first-glasgow-user-group-event-of-the-year">Join “Fake it Until You Make it: How and Why to Simulate Data” – First Glasgow User Group Event of the Year</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/15/rebooting-the-warsaw-r-community-in-2024-insights-from-kamil-sijkos-journey-and-future-aspirations">Rebooting the Warsaw R Community in 2024: Insights from Kamil Sijko’s Journey and Future Aspirations</a></p>
</li>
<li>
<p><a href="https://appsilon.com/shiny-semantic-0-5-0-release/">Announcing shiny.semantic 0.5.0: Enhanced Features for Your Shiny Applications</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2024/01/16/deepl-update-babeldown/">How to Update a Translation with Babeldown</a></p>
</li>
<li>
<p><a href="https://ivelasq.rbind.io/blog/not-so-basic-base-r-functions/">Six not-so-basic base R functions</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024/W04/thumbnail-wide_600.jpg" alt="" /></p>
<ul>
<li>
<p><a href="https://freakonometrics.hypotheses.org/70030">Creating automatically dozens of calendar notifications (with R)</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/variance-in-r-how-to-find-calculate/">Variance in R: How to Find & Calculate</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/change-r-version-in-rstudio-a-quick-how-to/">Change R Version in RStudio: A Quick How-To</a></p>
</li>
<li>
<p><a href="https://www.andrewheiss.com/blog/2024/01/12/diy-api-plumber-quarto-ojs/">DIY API with Make and {plumber}</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/3mw-making-dashboard-interactive">3MW (Making dashboard interactive)</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.shinyconf.com/">ShinyConf 2024 (April 17-19)</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Population density of Switzerland revisited. Worth doing this for other countries? Or am I all tapped out? Feels like I am. Maybe it's the cold dulling my mind and mood. Maybe I've hit my limits. <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/pV4KUQEWG0">pic.twitter.com/pV4KUQEWG0</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1748450304025080146?ref_src=twsrc%5Etfw">January 19, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">The making of last week's <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> plots - recorded using {camcorder} in <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a>! 📹📹 <a href="https://t.co/KSTNWFpzt7">https://t.co/KSTNWFpzt7</a> <a href="https://t.co/eOnle8qxfl">pic.twitter.com/eOnle8qxfl</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1747722072732659733?ref_src=twsrc%5Etfw">January 17, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">✨ Sneak Peek Alert ✨ The next version of the {quarto-webr} extension ushers in a revamp of non-interactive areas to improve on-device data science tasks! 📊<a href="https://t.co/5083JqdUu0">https://t.co/5083JqdUu0</a><a href="https://twitter.com/hashtag/quarto?src=hash&ref_src=twsrc%5Etfw">#quarto</a> <a href="https://twitter.com/hashtag/webr?src=hash&ref_src=twsrc%5Etfw">#webr</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/1WknBtw2u5">pic.twitter.com/1WknBtw2u5</a></p>— James Balamuta (@axiomsofxyz) <a href="https://twitter.com/axiomsofxyz/status/1747950555170054175?ref_src=twsrc%5Etfw">January 18, 2024</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W03 - httr2, ggplot2, ShinyConf2024-01-15T00:00:00+00:00https://rweekly.org/2024-W03
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://colinfay.me/">Colin Fay</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.youtube.com/watch?v=8tilyqp4bZY">How to work with APIs using the httr2 package</a></p>
</li>
<li>
<p><a href="https://albert-rapp.de/posts/ggplot2-tips/20_ggplot_extensions/ggplot_extensions">Five Powerful <code class="language-plaintext highlighter-rouge">ggplot</code> Extensions</a></p>
</li>
<li>
<p><a href="https://r-posts.com/call-for-speakers-shinyconf-2024-by-appsilon/">Call for Speakers: ShinyConf 2024 by Appsilon</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/08/financial-assistance-is-available-for-your-r-user-group-in-2024">Financial Assistance is Available for Your R User Group in 2024!</a></p>
</li>
<li>
<p><a href="https://r-posts.com/call-for-speakers-shinyconf-2024-by-appsilon/">Call for Speakers: ShinyConf 2024 by Appsilon</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-01-11/index.html">Benchmarking the Speed of Cumulative Functions in TidyDensity</a></p>
</li>
</ul>
<picture>
<div align="center">
<img src="https://www.spsanderson.com/steveondata/posts/2023-01-11/index_files/figure-html/unnamed-chunk-1-1.png" width="50%" />
</div>
</picture>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2024/01/10/r-for-public-health-data-analysis-in-karachi-pakistan">R for Public Health Data Analysis in Karachi, Pakistan</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/shiny-security-server-headers/">Security Headers for Shiny Applications</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://r-posts.com/gauging-cryptocurrency-market-sentiment-in-r/">Gauging Cryptocurrency Market Sentiment in R</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=mirai">{mirai} 0.12.0</a>: Minimalist Async Evaluation Framework for R</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.12.0</a>: R binding for NNG (Nanomsg Next Gen), a socket library and threaded concurrency framework</p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/11#digest_0.6.34">digest 0.6.34 on CRAN: Maintanance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/10#bh_1.84.0-0">BH 1.84.0-1 on CRAN: New Upstream</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2024/01/09#rcpp_1.0.12">Rcpp 1.0.12 on CRAN: New Maintenance / Update Release</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/01/roxygen2-7-3-0/">roxygen2 7.3.0</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2024/01/tidymodels-2023-q4/">Q4 2023 tidymodels digest</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-09/index.html">New Horizons for TidyDensity: Version 1.3.0 Release</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://bit.ly/TidyX_Ep169">TidyX Episode 169: Predicting Hall Of Famers in 20 Minutes</a></p>
</li>
<li>
<p><a href="https://youtu.be/fWP7KnIhmpQ">How To Make ggplot Even Better With These Powerful Packages</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=8tilyqp4bZY">How to work with APIs using the httr2 package</a></p>
</li>
<li>
<p><a href="https://nssdeviations.com/182-the-best-ceos-not-named-hilary">182 - The Best CEOs Not Named Hilary</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://albert-rapp.de/posts/ggplot2-tips/20_ggplot_extensions/ggplot_extensions">Five Powerful <code class="language-plaintext highlighter-rouge">ggplot</code> Extensions</a></li>
</ul>
<picture>
<div align="center">
<img src="https://albert-rapp.de/posts/ggplot2-tips/20_ggplot_extensions/ggplot_extensions_files/figure-html/unnamed-chunk-8-1.png" width="50%" />
</div>
</picture>
<ul>
<li>
<p><a href="https://jakubnowosad.com/posts/2024-01-07-spatialising-bp2/index.html">Optimizing the parameters of the spatial kinetic Ising model to simulate spatial patterns</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2024-01-10/index.html">Exploring the Peaks: A Dive into the Triangular Distribution in TidyDensity</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/quarto-dashboards">3MW (Quarto dashboards) </a></p>
</li>
<li>
<p><a href="https://petolau.github.io/Overview-clustering-methods-in-R/">Overview of clustering methods in R</a></p>
</li>
</ul>
<picture>
<div align="center">
<img src="https://petolau.github.io/images/post_16/unnamed-chunk-19-1.png" width="50%" />
</div>
</picture>
<ul>
<li><a href="https://appsilon.com/object-oriented-programming-in-r-part-1/">Object-Oriented Programming in R (Part 1): An Introduction</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2024-W022024-01-08T00:00:00+00:00https://rweekly.org/2024-W02
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://podcastindex.social/@rpodcast">Eric Nantz</a>, with help from the R Weekly team members and contributors.</p>
<p>Editor’s Note: This issue also includes resources from issues 2023-W52 and 2024-W01 which were not released due to the holiday break. Enjoy!</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://nrennie.rbind.io/blog/four-ways-streamline-r-workflows/">Four ways to streamline your R workflows</a></p>
</li>
<li>
<p><a href="http://hughjonesd.github.io/case-for-pipe-assignment.html">The case for a pipe assignment operator in R</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2024/01/bye-rstudio/">Bye, RStudio/Posit! - After writing all these “*down” packages for these years, here I am to announce “Yihui-down”</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="http://hughjonesd.github.io/case-for-pipe-assignment.html">The case for a pipe assignment operator in R</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2024/01/bye-rstudio/">Bye, RStudio/Posit! - After writing all these “*down” packages for these years, here I am to announce “Yihui-down”</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-12-19-nix_for_r_part_8/">Reproducible data science with Nix, part 8 – nixpkgs, a tale of the magic of free and open source software and a call for charity</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/19/in-person-shiny-in-production-conference-hosted-by-north-east-data-science-group-in-newcastle-uk">In-Person Shiny in Production Conference Hosted by North East Data Science Group in Newcastle, UK</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/18/scaling-r-to-use-with-enterprise-strength-databases">Scaling R to Use with Enterprise Strength Databases</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/02/how-inclusivity-women-in-stem-and-trips-to-the-pub-together-enrich-the-manchester-r-user-group-in-the-uk">How Inclusivity, Women in STEM, and Trips to the Pub Together Enrich the Manchester R User Group in the UK</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/27/salt-lake-city-r-user-groups-success-story-blending-in-person-and-online-events">Salt Lake City R User Group’s Success Story: Blending In-Person and Online Events</a></p>
</li>
<li>
<p><a href="https://www.pipinghotdata.com/posts/2023-12-18-2023-year-in-review">2023 Year in Review.</a></p>
</li>
<li>
<p><a href="https://emilyriederer.com/post/py-rgo/index.html">Python Rgonomics</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/four-ways-streamline-r-workflows/">Four ways to streamline your R workflows</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://blog.ephorie.de/reversion-to-the-mean-unraveling-a-pervasive-misconception-in-business-and-beyond">Reversion to the Mean: Unraveling a Pervasive Misconception in Business and Beyond</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://github.com/GABurns/12PlotsChristmas">Exploristics using R to generate 12 Plots of Christmas Social Media Campaign</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024-W02/292241694-12e1718d-04d1-4cc8-b9f6-20f580178c00_600.png" alt="" /></p>
<ul>
<li><a href="https://www.rdatagen.net/post/2023-12-19-a-three-arm-trial-using-two-step-randomization/">A three-arm trial using two-step randomization</a></li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://shape-of-code.com/2023/12/17/patches-for-the-code-of-peter-turchins-attrition-warfare-model/">Patches for the code of Peter Turchin’s Attrition Warfare Model</a></p>
</li>
<li>
<p><a href="https://matloff.wordpress.com/2023/12/22/qeml-example-nonparametric-quantile-regression/">qeML Example: Nonparametric Quantile Regression</a></p>
</li>
<li>
<p><a href="http://skranz.github.io//r/2023/12/29/FindingEconomicArticles7.html">Usage shares of programming languages in economics research</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://www.youtube.com/watch?v=q-GT7q0v_YA&ab_channel=RforPROD">R package development with several R folders</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/web/packages/rfold/index.html">rfold</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/12/18#tinythemes_0.0.1">tinythemes 0.0.1 at CRAN: New Package</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024-W02/tinythemes_demo_600.png" alt="" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=bigrquerystorage">{bigrquerystorage} 1.0.0</a>: An Interface to Google’s ‘BigQuery Storage’ API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Pandora">{Pandora} 23.12.0</a>: Retrieve Data using the API of the ‘Pandora’ Data Platform</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=connections">{connections} 0.2.0</a>: Integrates with the ‘RStudio’ Connections Pane and ‘pins’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bayesSurv">{bayesSurv} 3.7</a>: Bayesian Survival Regression with Flexible Error and Random Effects Distributions</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggbiplot">{ggbiplot} 0.6.1</a>: A Grammar of Graphics Implementation of Biplots</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=fanyi">{fanyi} 0.0.5</a>: Translate Words or Sentences via Online Translators</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=amberr">{amberr} 1.0.0</a>: ‘Amber’ Electronic Data Capture Client</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cryptoQuotes">{cryptoQuotes} 1.0.0</a>: Access OHLC Market Data from Major Cryptocurrency Exchanges</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=crew.aws.batch">{crew.aws.batch} 0.0.1</a>: A Crew Launcher Plugin for AWS Batch</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidytuesdayR">{tidytuesdayR} 1.0.3</a>: Access the Weekly ‘TidyTuesday’ Project Dataset</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/hughjonesd/codesamples">codesamples - R code samples From various sources</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/12/17#littler-0.3.19">littler 0.3.19 on CRAN: Several Updates</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=vcd">{vcd} 1.4-12</a>: Visualizing Categorical Data - <a href="https://diffify.com/R/vcd">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggh4x">{ggh4x} 0.2.7</a>: Hacks for ‘ggplot2’ - <a href="https://diffify.com/R/ggh4x">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024-W02/README-facets-1_600.png" alt="" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=ggVennDiagram">{ggVennDiagram} 1.4.9</a>: A ‘ggplot2’ Implement of Venn Diagram - <a href="https://diffify.com/R/ggVennDiagram">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyxl">{tidyxl} 1.0.10</a>: Read Untidy Excel Files - <a href="https://diffify.com/R/tidyxl">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyInvoice">{shinyInvoice} 0.0.4</a>: Shiny App - Generate a Pdf Invoice with ‘Rmarkdown’ - <a href="https://diffify.com/R/shinyInvoice">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=servr">{servr} 0.28</a>: A Simple HTTP Server to Serve Static Files or Dynamic Documents - <a href="https://diffify.com/R/servr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=DBI">{DBI} 1.2.0</a>: R Database Interface - <a href="https://diffify.com/R/DBI">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pmparser">{pmparser} 1.0.19</a>: Create and Maintain a Relational Database of Data from PubMed/MEDLINE - <a href="https://diffify.com/R/pmparser">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=hexfont">{hexfont} 0.4.0</a>: ‘GNU Unifont’ Hex Fonts - <a href="https://diffify.com/R/hexfont">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=BayesfMRI">{BayesfMRI} 0.3.11</a>: Spatial Bayesian Methods for Task Functional MRI Studies - <a href="https://diffify.com/R/BayesfMRI">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=admiralophtha">{admiralophtha} 1.0.0</a>: ADaM in R Asset Library - Ophthalmology - <a href="https://diffify.com/R/admiralophtha">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyHugePlot">{shinyHugePlot} 0.2.6</a>: Efficient Plotting of Large-Sized Data - <a href="https://diffify.com/R/shinyHugePlot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=radiant">{radiant} 1.6.1</a>: Business Analytics using R and Shiny - <a href="https://diffify.com/R/radiant">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=string2path">{string2path} 0.1.6</a>: Rendering Font into ‘data.frame’ - <a href="https://diffify.com/R/string2path">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=vizdraws">{vizdraws} 1.4.2</a>: Visualize Draws from the Prior and Posterior Distributions - <a href="https://diffify.com/R/vizdraws">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2024-W02/Posterior_600.gif" alt="" /></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/talks-and-workshops-from-posit-conf-2023/">Talk recordings and workshop materials from posit::conf(2023)</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/modeling-talks-at-positconf/">Modeling at posit::conf(2023): Talks and Workshops</a></p>
</li>
<li>
<p><a href="https://youtu.be/iy-2ybDgVe8">How to Create 5 MUST-KNOW CHARTS with ggplot2</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=uIh-hEiJJLU">TidyX Episode 168: Hall of Fame Showdown - Base R Plot Edition</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://3mw.albert-rapp.de/p/3mw-similarities-py-rshiny">3MW (More similarities between Py- and R-Shiny)</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://albert-rapp.de/posts/ggplot2-tips/19_example_charts/19_example_charts">5 Example Charts with <code class="language-plaintext highlighter-rouge">ggplot2</code></a></p>
</li>
<li>
<p><a href="https://r-posts.com/use-googles-gemini-in-r-with-r-package-gemini-r/">Use google’s Gemini in R with R package “gemini.R”</a></p>
</li>
<li>
<p><a href="https://datageeek.com/2023/12/20/comparing-many-models-with-fast-regression/">Comparing many Models with Fast Regression</a></p>
</li>
<li>
<p><a href="https://jakubnowosad.com/posts/2023-12-17-spatialising-bp1/index.html">Simulating spatial patterns with the spatial kinetic Ising model</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/3mw-11-learnings-11-charts">3MW (11 Learnings From 11 Charts)</a></p>
</li>
<li>
<p><a href="https://r-posts.com/cryptocurrency-market-data-in-r/">Cryptocurrency Market Data in R</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2024-01-03-dot-I/">.I in data.table</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2023-12-22-non-equi-joins/">non-equi joins in data.table</a></p>
</li>
<li>
<p><a href="https://r-critique.com/how_to_use_list_argument_in_microbenchmark">How to use the list argument in microbenchmark</a></p>
</li>
<li>
<p><a href="http://www.seascapemodels.org/rstats/2024/01/05/credible-intervals-with-GAMs.html">Probability intervals with GAMs</a></p>
</li>
<li>
<p><a href="http://blog.schochastics.net/posts/2024-01-02_migrating-to-quarto/">Migrating a blog to Quarto: Reverse engineering HTML to markdown</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/13/new-r-insurance-webinar-series-the-journey-from-excel-to-high-performance-programming-in-r">New R/Insurance Webinar Series: The Journey from Excel to High-Performance Programming in R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2024/01/04/harness-the-power-of-r-for-survival-analysis-join-our-ggsurvfit-webinar">Harness the Power of R for Survival Analysis: Join Our {ggsurvfit} Webinar!</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="datasets">Datasets</h3>
<ul>
<li><a href="https://r.iresmi.net/posts/2023/meteofrance/index.html">Météo-France Open Data</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
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R Weekly 2023-W51 Style code with {epoxy}, R typing shortcuts, quarto reproducible reporting2023-12-18T00:00:00+00:00https://rweekly.org/2023-W51
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/R_by_Ryo">Ryo Nakagawara</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li><a href="https://albert-rapp.de/posts/17_epoxy/17_epoxy">Style your code output with {epoxy}</a></li>
<li><a href="https://www.njtierney.com/post/2023/12/04/get-good-type-fast/">Get Good with R: Typing Skills and Shortcuts</a></li>
<li><a href="https://nrennie.rbind.io/talks/rladies-edinburgh-quarto/">Introduction to reproducible reporting with Quarto</a></li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/12/15/empowering-r-in-paris-mouna-belaids-journey-with-r-ladies-and-the-french-r-community">Empowering R in Paris: Mouna Belaid’s Journey with R-Ladies and the French R Community</a></li>
<li><a href="https://www.r-consortium.org/blog/2023/12/14/introduction-of-r-activities-in-japan">Introduction of R activities in Japan </a></li>
<li><a href="https://www.r-consortium.org/blog/2023/12/11/femr-bridging-physics-and-statistics-in-r-with-support-from-the-r-consortium">femR: Bridging Physics and Statistics in R with Support from the R Consortium</a></li>
<li><a href="https://oscarbaruffa.com/the-10-most-popular-r-books-of-2023/">The 10 most popular R books of 2023</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://boiled-data.github.io/HistoriesGPT.html">Knowledge Retrieval and Task Automation: with R and GPT on the Histories</a></p>
</li>
<li>
<p><a href="https://samuelenrique.com/posts/2023-12-14-launching-sseparser/">Patience is overrated – embrace the thrill of parsing streaming data as it arrives!</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/12/13/new-r-insurance-webinar-series-the-journey-from-excel-to-high-performance-programming-in-r">New R/Insurance Webinar Series: The Journey from Excel to High-Performance Programming in R</a></li>
<li><a href="https://www.r-consortium.org/blog/2023/12/12/webinar-use-of-r-in-japans-pharma-industry">Webinar: Use of R in Japan’s Pharma Industry</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://nrennie.rbind.io/talks/rladies-edinburgh-quarto/">Introduction to reproducible reporting with Quarto</a></li>
<li><a href="https://rjpusers.connpass.com/event/302671/">Japan R for Research & Data Analysis Meetup 2023</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=explainer">{explainer} 1.0.0</a>: Machine Learning Model Explainer</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggfixest">{ggfixest} 0.1.0</a>: Dedicated ‘ggplot2’ Methods for ‘fixest’ Objects</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Apollonius">{Apollonius} 1.0.1</a>: 2D Apollonius Graphs</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=adbi">{adbi} 0.0.2</a>: ‘DBI’ Compliant Database Access Using ‘ADBC’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=parcats">{parcats} 0.0.5</a>: Interactive Parallel Categories Diagrams for ‘easyalluvial’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=randomMachines">{randomMachines} 0.1.0</a>: An Ensemble Modeling using Random Machines</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li>
<p><a href="https://github.com/trelliscope/trelliscope">{trelliscope} 0.1.5</a>: Trelliscope is an R package that enables interactive exploration of data frames of visualizations.</p>
</li>
<li>
<p><a href="https://github.com/devOpifex/litter">{litter} 0.0.0.9000</a>: ‘Lit’ Components for ‘Shiny’.</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=cowplot">{cowplot} 1.1.2</a>: Streamlined Plot Theme and Plot Annotations for ‘ggplot2’ - <a href="https://diffify.com/R/cowplot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rsconnect">{rsconnect} 1.2.0</a>: Deploy Docs, Apps, and APIs to ‘Posit Connect’, ‘shinyapps.io’,
and ‘RPubs’ - <a href="https://diffify.com/R/rsconnect">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=roboBayes">{roboBayes} 1.2</a>: Robust Online Bayesian Monitoring - <a href="https://diffify.com/R/roboBayes">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=recipes">{recipes} 1.0.9</a>: Preprocessing and Feature Engineering Steps for Modeling - <a href="https://diffify.com/R/recipes">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=easyalluvial">{easyalluvial} 0.3.2</a>: Generate Alluvial Plots with a Single Line of Code</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W51/alluvial-graph.png" alt="" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=ragg">{ragg} 1.2.7</a>: Graphic Devices Based on AGG - <a href="https://diffify.com/R/ragg">diffify</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/12/13#rprotobuf_0.4.21">RProtoBuf 0.4.21 on CRAN: Updated Upstream Support!</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/12/09#rcppint64_0.0.4">RcppInt64 0.0.4 on CRAN: Minor Bugfix</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=duke">{duke} 0.0.3</a>: Creating a Color-Blind Friendly Duke Color Package - <a href="https://diffify.com/R/duke">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=signnet">{signnet} 1.0.3</a>: Methods to Analyse Signed Networks - <a href="https://diffify.com/R/signnet">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=maps">{maps} 3.4.2</a>: Draw Geographical Maps - <a href="https://diffify.com/R/maps">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyterra">{tidyterra} 0.5.1</a>: ‘tidyverse’ Methods and ‘ggplot2’ Helpers for ‘terra’ Objects - <a href="https://diffify.com/R/tidyterra">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggridges">{ggridges} 0.5.5</a>: Ridgeline Plots in ‘ggplot2’ - <a href="https://diffify.com/R/ggridges">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=readrba">{readrba} 0.1.6</a>: Download and Tidy Data from the Reserve Bank of Australia - <a href="https://diffify.com/R/readrba">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
<li>
<p><a href="https://www.youtube.com/watch?v=wOcMPGHdfVY">This R Package Helps You To Avoid Formatting Mistakes</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=Y6Q6aPWp3x4&t=1s">The Power of Plotting Compels You: TidyX Episode 165</a></p>
</li>
<li><a href="https://www.youtube.com/watch?v=OtDpYeiwbj8">Empirical Bayes for Doctor Who episodes</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://www.marsja.se/correlation-matrix-in-r-a-hands-on-guide-for-practical-analysis/">Correlation Matrix in R: A Hands-On Guide for Practical Analysis</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W51/apa-cor-plots.PNG" alt="" /></p>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/shiny-app-start-up-google-lighthouse-part-3/">Effect of Shiny Widgets with Google Lighthouse</a></li>
<li><a href="https://jcarroll.com.au/2023/12/10/advent-of-array-elegance/">Advent of Array Elegance (AoC2023 Day 7)</a></li>
<li><a href="https://www.njtierney.com/post/2023/12/04/get-good-type-fast/">Get Good with R: Typing Skills and Shortcuts</a></li>
<li><a href="https://dieghernan.github.io/202312_bertin_dots/">Beautiful Maps with R (V): Point densities</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W51/spain-dotmap.png" alt="" /></p>
<ul>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-12-15/index.html">Demystifying Odds Ratios in Logistic Regression: Your R Recipe for Loan Defaults</a></li>
<li><a href="https://albert-rapp.de/posts/17_epoxy/17_epoxy">Style your code output with {epoxy}</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-12-14/index.html">Decoding the Mystery: How to Interpret Regression Output in R Like a Champ</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-12-12/index.html">Conquering Unequal Variance with Weighted Least Squares in R: A Practical Guide</a></li>
<li><a href="https://www.jsinr.me/2023/12/10/reactable-allocation/">reactable Visualization of Allocation</a></li>
<li><a href="https://jakubnowosad.com/posts/2023-12-17-spatialising-bp1/">Simulating spatial patterns with the spatial kinetic Ising model</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Earthquakes (> M2.5) of Alaska, 1923 to 2023. My slow trek along the ring of fire continues.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/Un6OJQvP4j">pic.twitter.com/Un6OJQvP4j</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1735393611762499652?ref_src=twsrc%5Etfw">December 14, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">ICYMI: the 2018-2022 American Community Survey estimates were released last week, and are ready-to-go in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tidycensus!<br /><br />Here's a fun visualization you can try: a ridgeline plot of median household incomes for Census tracts by state<br /><br />Code here: <a href="https://t.co/zUzanq5pLN">https://t.co/zUzanq5pLN</a> <a href="https://t.co/qtt4uo0zyd">pic.twitter.com/qtt4uo0zyd</a></p>— Kyle Walker (@kyle_e_walker) <a href="https://twitter.com/kyle_e_walker/status/1735432865368707201?ref_src=twsrc%5Etfw">December 14, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W50 NHL Birth Dates, Quarto Dashboards, View2023-12-11T00:00:00+00:00https://rweekly.org/2023-W50
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://joncalder.co.za">Jon Calder</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://jlaw.netlify.app/2023/12/04/are-birth-dates-still-destiny-for-canadian-nhl-players/">Are Birth Dates Still Destiny for Canadian NHL Players?</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=_VGJIPRGTy4">Quarto Dashboards</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-12-07-View/index.html">Why is View() capitalized, anyway?</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/05/be-part-of-the-global-r-community">Be Part of the Global R community!</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-12-07-View/index.html">Why is View() capitalized, anyway?</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2023-12-06-ph-profiles/">That’s a (W)RAP!</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/12/08/r-implementation-in-chinas-pharmaceutical-industry-in-2023">R Implementation in China’s Pharmaceutical Industry in 2023</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/07/r-validation-hub-community-meeting-december-recap">R Validation Hub Community Meeting – December Recap</a></p>
</li>
<li>
<p><a href="https://sumsar.net/blog/git-repo-to-stash-throwaway-code/">Get a Git repo where your team can stow their throwaway data science code!</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://thingsinflow.dk/2023/12/06/state-of-the-r-the-new-stuff/">State of the R – the New Stuff</a></p>
</li>
<li>
<p><a href="https://mlverse.github.io/tabnet/articles/Hierarchical_classification.html">Hierarchical classification with Tabnet and C-HMCNN</a></p>
</li>
<li>
<p><a href="https://shiny.posit.co/blog/posts/shiny-r-1.8.0/">Shiny for R updates: new default look, dark mode, shinylive updates, and more</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/posit-cheatsheets-now-in-html/">Posit Cheatsheets: Now in HTML!</a></p>
</li>
<li>
<p><a href="https://oscarbaruffa.com/5-new-books-added-to-big-book-of-r/">5 new books added to Big Book of R</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=rgeoboundaries">{rgeoboundaries} 1.2.9</a>: A Client to ‘geoBoundaries’, a Political Administrative
Boundaries Dataset</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=blackmarbler">{blackmarbler} 0.1.0</a>: Black Marble Data and Statistics</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W50/blackmarbler.png" alt="{blackmarbler} 0.1.0" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=FjordLight">{FjordLight} 0.7.0</a>: Available Light Within the Water Column and Seafloor of Arctic
Fjords</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nexus">{nexus} 0.1.0</a>: Sourcing Archaeological Materials by Chemical Composition</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=tabnet">{tabnet} 0.5.0</a>: Fit ‘TabNet’ Models for Classification and Regression - <a href="https://diffify.com/R/tabnet">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.11.0</a>: NNG (Nanomsg Next Gen) Lightweight Messaging Library - <a href="https://diffify.com/R/nanonext">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mirai">{mirai} 0.11.3</a>: Minimalist Async Evaluation Framework for R - <a href="https://diffify.com/R/mirai">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.4.1</a>: Make ‘Mirai’ ‘Promises’ - <a href="https://diffify.com/R/mirai.promises">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ichimoku">{ichimoku} 1.4.11</a>: Visualization and Tools for Ichimoku Kinko Hyo Strategies - <a href="https://diffify.com/R/ichimoku">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=DT">{DT} 0.31</a>: A Wrapper of the JavaScript Library ‘DataTables’ - <a href="https://diffify.com/R/DT">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mizer">{mizer} 2.5.0</a>: Dynamic Multi-Species Size Spectrum Modelling - <a href="https://diffify.com/R/mizer">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=_VGJIPRGTy4">Quarto Dashboards</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=iShpyDxzMeE">Databricks x Posit - Improved Productivity for your Data Teams</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=DDQO_3R-q74">Create custom Callout Blocks in Quarto</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="http://hughjonesd.github.io/sir-mixalot.html#/title-slide">Get Back for R</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://jlaw.netlify.app/2023/12/04/are-birth-dates-still-destiny-for-canadian-nhl-players/">Are Birth Dates Still Destiny for Canadian NHL Players?</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W50/canadian-nhl-players.png" alt="Are Birth Dates Still Destiny for Canadian NHL Players?" /></p>
<ul>
<li>
<p><a href="https://www.codingthepast.com/2023/12/04/Chi-square-distribution-in-R.html">Chi-square distribution and test in R</a></p>
</li>
<li>
<p><a href="https://statsandr.com/blog/what-is-the-probability-that-two-persons-have-the-same-initials/">What is the probability that two persons have the same initials?</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/shiny-app-start-up-google-lighthouse-part-2/">Analysing Shiny App start-up Times with Google Lighthouse</a></p>
</li>
<li>
<p><a href="https://rtask.thinkr.fr/checkhelper-is-on-cran-so-you-dont-have-to-be-afraid-to-run-a-check/">{checkhelper} is on CRAN: so you don’t have to be afraid to run a check</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/12/07/two-phases-git-branches/">The two phases of commits in a Git branch</a></p>
</li>
<li>
<p><a href="https://fharrell.com/post/corstruct/">How Does a Compound Symmetric Correlation Structure Translate to a Markov Model?</a></p>
</li>
<li>
<p><a href="https://kieranhealy.org/blog/archives/2023/12/06/dorling-cartograms/">Dorling Cartograms</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W50/dorling-hs.png" alt="Dorling Cartograms" /></p>
<ul>
<li><a href="https://matloff.wordpress.com/2023/12/03/a-comparison-of-several-qeml-predictive-methods/">A Comparison of Several qeML Predictive Methods</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Life Expectancy for this week's <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> challenge.<br /><br />R code: <a href="https://t.co/OlGgPysrS2">https://t.co/OlGgPysrS2</a><br /><br />source: <a href="https://twitter.com/OurWorldInData?ref_src=twsrc%5Etfw">@OurWorldInData</a><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://t.co/2s9QE2cGFv">pic.twitter.com/2s9QE2cGFv</a></p>— Nikolaos Pechlivanis (@npechl) <a href="https://twitter.com/npechl/status/1732779164980162974?ref_src=twsrc%5Etfw">December 7, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">The prompt "R syntax to plot a christmas tree decorated with tinsel and baubles, with the R symbol on the top, using ggplot"<br /><br />The plot...<a href="https://twitter.com/hashtag/ChatGPT?src=hash&ref_src=twsrc%5Etfw">#ChatGPT</a> <a href="https://twitter.com/hashtag/AIfail?src=hash&ref_src=twsrc%5Etfw">#AIfail</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/art?src=hash&ref_src=twsrc%5Etfw">#art</a> <a href="https://twitter.com/hashtag/Christmas?src=hash&ref_src=twsrc%5Etfw">#Christmas</a> <a href="https://t.co/xGAwNtWGQz">pic.twitter.com/xGAwNtWGQz</a></p>— Luke Pilling (@lcpilling) <a href="https://twitter.com/lcpilling/status/1731610740547592264?ref_src=twsrc%5Etfw">December 4, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Which model do I need for which outcome? An overview of R packages: <a href="https://t.co/nqVYsT7RX5">https://t.co/nqVYsT7RX5</a><br />Comments, additions, corrections, ... appreciated <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a></p>— Daniel 🤎🤍❤️ (@strengejacke) <a href="https://twitter.com/strengejacke/status/1733159406244696181?ref_src=twsrc%5Etfw">December 8, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">What stresses me out isn’t the same thing that stressed my parents out. <br /><br />True story. 🧵 <a href="https://twitter.com/hashtag/DataScience?src=hash&ref_src=twsrc%5Etfw">#DataScience</a> <a href="https://twitter.com/hashtag/Rstats?src=hash&ref_src=twsrc%5Etfw">#Rstats</a> <a href="https://t.co/KRXDSaDCAg">pic.twitter.com/KRXDSaDCAg</a></p>— Matt Dancho (Business Science) (@mdancho84) <a href="https://twitter.com/mdancho84/status/1732756100020080811?ref_src=twsrc%5Etfw">December 7, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W49, cli package, the deposits R package, RStats Wrapped!2023-12-04T00:00:00+00:00https://rweekly.org/2023-W49
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://batool-almarzouq.netlify.app">Batool Almarzouq</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://blog.r-hub.io/2023/11/30/cliff-notes-about-cli/">Cliff notes about the cli package</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/2022-12-03-how-to-make-your-own-rstats-wrapped/">How to make your own #RStats Wrapped</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/30/deposits-r-package-delivers-a-common-workflow-for-r-users">deposits R Package Delivers a Common Workflow for R Users</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://blog.r-hub.io/2023/11/30/cliff-notes-about-cli/">Cliff notes about the cli package</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/30/deposits-r-package-delivers-a-common-workflow-for-r-users">deposits R Package Delivers a Common Workflow for R Users</a></p>
</li>
<li>
<p><a href="https://kieranhealy.org/blog/archives/2023/12/02/gssr-update/">gssr Update</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/1f2a6fb0-56f8-4986-a53a-dc8b30e7a13c" alt="Screenshot 2023-12-04 at 22 01 25" /></p>
<ul>
<li><a href="https://tomaztsql.wordpress.com/2023/11/27/little-useless-useful-r-functions-how-to-make-r-squared-useless/">Little useless-useful R functions – How to make R-squared useless</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://datageeek.com/2023/11/22/time-series-analysis-and-understanding-a-eurobond-fund-with-prophet/">Time Series Analysis and Understanding a Eurobond Fund with Prophet</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/b3eafd45-d82e-44aa-ab71-d3fb64e7b3ce" alt="Screenshot 2023-12-04 at 22 00 43" /></p>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/12/01/r-in-action-madrid-r-users-group-on-trends-and-insights-navigating-rs-evolution-and-future-trends-in-madrids-dynamic-industry">R in Action: Madrid R Users Group on Trends and Insights Navigating R’s Evolution and Future Trends in Madrid’s Dynamic Industry</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/29/2023-a-year-of-progress-for-phuse-camis-working-group">2023 : A Year of Progress for PHUSE CAMIS Working Group.</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/9ce219ef-c51e-4ba1-8f8c-35af29cc1e8b" alt="Screenshot 2023-12-04 at 22 01 58" /></p>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/11/28/igniting-innovation-bilikisu-wunmi-olatunjis-journey-with-abujas-thriving-r-user-community">Igniting Innovation: Bilikisu Wunmi Olatunji’s Journey with Abuja’s Thriving R User Community</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/2de28ee4-c700-4caa-ad14-fee1743c0671" alt="Screenshot 2023-12-04 at 22 02 39" /></p>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://www.paulamoraga.com/presentation-geohealth/#1">Geospatial Data Science for Public Health Surveillance</a></li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/dae80678-2f5d-4a96-9bbe-ec7750d8e609" alt="Screenshot 2023-12-04 at 22 08 49" /></p>
<ul>
<li><a href="https://www.paulamoraga.com/presentation-course/#1">Spatial Data Science with R</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=ebmstate">New package ebmstate with initial version 0.1.4</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=phdcocktail">New package phdcocktail with initial version 0.1.0</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=acro">New package acro with initial version 0.1.1</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=scGOclust">New package scGOclust with initial version 0.2.0</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gatoRs">New package gatoRs with initial version 1.0.1</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=geofacet">New package geofacet with initial version 0.2.1</a></p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/30#rcppclassicexamples_0.1.3">RcppClassicExamples 0.1.3 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/29#rcppspdlog_0.0.15">RcppSpdlog 0.0.15 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/29#qlcal-r_0.0.9">qlcal 0.0.9 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/29#rcppquantuccia_0.1.2">RcppQuantuccia 0.1.1 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/28#rcppsimdjson_0.1.11">RcppSimdJson 0.1.11 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/27#rcppcnpy_0.2.12">RcppCNPy 0.2.12 on CRAN: More Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/26#rquantlib_0.4.20">RQuantLib 0.4.20 on CRAN: More Maintenance</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/11/scales-1-3-0/">scales 1.3.0</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://albert-rapp.de/posts/ggplot2-tips/18_ultimate_guide/18_ultimate_guide">The Ultimate Guide to Get Started With ggplot2</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=4vrgRNFj5gc">What does deprecated mean? Package lifecycle and the process of deprecation</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://healthyr.surgicalinformatics.org/resources.html#resources">healthyr: Free Resources</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://observablehq.com/@hrbrmstr/2023-day-2-cube-conundrum">Day 2 of AdvOfCode: Cube Conundrum</a></p>
</li>
<li>
<p><a href="https://appsilon.com/benchmarking-memory-usage-in-shiny-apps/">Maximizing Efficiency: A Guide to Benchmarking Memory Usage in Shiny Apps</a></p>
</li>
<li>
<p><a href="https://schmidtpaul.github.io/dsfair_quarto/ch/summaryarticles/anovatypes.html">ANOVA Types</a></p>
</li>
<li>
<p><a href="https://statsandr.com/blog/introduction-to-data-manipulation-in-r-with-dplyr/">Introduction to data manipulation in R with {dplyr}</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-11-27-objects-loading-namespaces/index.html">Helping R find the right methods for unserialized complex objects.</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-12-01/index.html">tidyAML: Now supporting gee models</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/spatial_autocorrelation/index.html">Spatial autocorrelation</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/a5ca46f9-31cf-4986-8411-0638b1ac3f9b" alt="Screenshot 2023-12-04 at 22 23 32" /></p>
<ul>
<li>
<p><a href="https://www.jumpingrivers.com/blog/shiny-app-start-up-google-lighthouse-part-1/">Using Google Lighthouse for Web Pages</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-29/index.html">Navigating Quantile Regression with R: A Comprehensive Guide</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-28/index.html">Understanding and Implementing Robust Regression in R</a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/doctor-who-bayes/">Empirical Bayes for #TidyTuesday Doctor Who episodes</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/deec741e-0a2e-48d1-a786-ea620fa31fe9" alt="Screenshot 2023-12-04 at 22 24 33" /></p>
<ul>
<li>
<p><a href="https://jcarroll.com.au/2023/11/28/advent-of-code-2022/">Advent of Code 2022</a></p>
</li>
<li>
<p><a href="https://jakubnowosad.com/posts/2023-12-03-motif-bp8/index.html">Finding the most unique land cover spatial pattern</a></p>
</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/53487593/40d3803c-0c6d-4cb7-bb8c-ee0835e63833" alt="Screenshot 2023-12-04 at 22 25 05" /></p>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-27/index.html">Unveiling Power Regression: A Step-by-Step Guide in R</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/2022-12-03-how-to-make-your-own-rstats-wrapped/">How to make your own #RStats Wrapped</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">GM<br /><br />WIP (R code)<br /><br />Exploring paths, probabilities, and interpolation<a href="https://twitter.com/hashtag/genart?src=hash&ref_src=twsrc%5Etfw">#genart</a> <a href="https://twitter.com/hashtag/rstat?src=hash&ref_src=twsrc%5Etfw">#rstat</a> <a href="https://t.co/2qbyh3Pm35">pic.twitter.com/2qbyh3Pm35</a></p>— Kenny Vaden (@KennyVaden) <a href="https://twitter.com/KennyVaden/status/1716674613038489820?ref_src=twsrc%5Etfw">October 24, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">First attempt in <a href="https://twitter.com/hashtag/RStat?src=hash&ref_src=twsrc%5Etfw">#RStat</a> <a href="https://t.co/ZC2Ot95rPB">pic.twitter.com/ZC2Ot95rPB</a></p>— Vikrant Kamble (@vikrantkamble) <a href="https://twitter.com/vikrantkamble/status/1710863756434329653?ref_src=twsrc%5Etfw">October 8, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W48 object-oriented refactoring, benchmarking, Rust + R2023-11-27T00:00:00+00:00https://rweekly.org/2023-W48
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/TonyElHabr">Tony ElHabr</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://medium.com/number-around-us/object-oriented-express-refactoring-in-r-3b33b728042b">Object-Oriented Express: Refactoring in R</a></p>
</li>
<li>
<p><a href="https://epiverse-trace.github.io/posts/benchmarking_design_decisions/">Using benchmarking to guide the adoption of dependencies in R packages</a></p>
</li>
<li>
<p><a href="https://josiahparry.com/posts/2023-11-24-dfusionrdr">Building a DataFusion CSV reader with arrow-extendr</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/11/20/reading-notes-kill-it-with-fire-marianne-bellotti/">Reading notes on Kill It with Fire by Marianne Bellotti</a></p>
</li>
<li>
<p><a href="https://medium.com/number-around-us/object-oriented-express-refactoring-in-r-3b33b728042b">Object-Oriented Express: Refactoring in R</a></p>
</li>
<li>
<p><a href="https://appsilon.com/csv-to-parquet-transition/">Folks, C’mon, Use Parquet</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/databricks-clusters-in-rstudio-with-sparklyr/">Next-generation access to Databricks clusters in RStudio with sparklyr and pysparklyr</a></p>
</li>
<li>
<p><a href="https://statnmap.com/2021-11-27-i-do-not-have-time-to-practice/">I do not have time (to practice)</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/11/dt-searchbuilder/">Making SearchBuilder Work in the Server Mode in DT (Help Needed)</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://juliasilge.com/blog/doctor-who/">Predicting viewership for #TidyTuesday Doctor Who episodes</a></p>
</li>
<li>
<p><a href="https://jakubnowosad.com/posts/2023-11-18-motif-bp7/index.html">Extracting information about spatial patterns from spatial signatures</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W48/africa-motifs.png" alt="" /></p>
<ul>
<li>
<p><a href="https://datageeek.com/2023/11/22/time-series-analysis-and-understanding-a-eurobond-fund-with-prophet/">Time Series Analysis and Understanding a Eurobond Fund with Prophet</a></p>
</li>
<li>
<p><a href="https://ctompkins.netlify.app/post/forecasting-potholes-with-exogenous-variables/">Forecasting potholes with exogenous variables</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W48/potholes-forecast-exogenous.png" alt="" /></p>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/21/from-local-roots-to-global-reach-the-collaborative-expansion-of-r-ladies-gaborone">From Local Roots to Global Reach: The Collaborative Expansion of R-Ladies Gaborone</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/11/24/news-november-2023/">rOpenSci News Digest, November 2023</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://arxiv.org/abs/2311.10260">igraph enables fast and robust network analysis across programming languages</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://www.marsja.se/manova-in-r-one-way-two-way-analyses-interpretation/">Master MANOVA in R: One-Way, Two-Way, & Interpretation</a></p>
</li>
<li>
<p><a href="https://rap4mads.eu/">Building Reproducible Analytical Pipelines</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=air">{air} 0.2.2</a>: AI Assistant to Write and Understand R Code</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=textrecipes">{textrecipes} 1.0.6</a>: Extra ‘Recipes’ for Text Processing</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=froth">{froth} 1.0.0</a>: Emulate a ‘Forth’ Programming Environment</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=orbweaver">{orbweaver} 0.0.3</a>: Fast and Efficient Graph Data Structures</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=curvir">{curvir} 0.1.1</a>: Specify Reserve Demand Curves</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=treats">{treats} 1.0</a>: Trees and Traits Simulations</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=simStateSpace">{simStateSpace} 1.0.1</a>: Simulate Data from State Space Models</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/doehm/ggppt">{ggppt} 0.1.0</a>: Callout annotations for ggplot2</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=happign">{happign} 0.2.1</a>: Easy access to French geodata from IGN (National Institute of Geographic) - <a href="https://diffify.com/R/happign">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=galah">{galah} 2.0.0</a>: Biodiversity Data from the GBIF Node Network - <a href="https://diffify.com/R/galah">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mlflow">{mlflow} 2.8.1</a>: Interface to ‘MLflow’ - <a href="https://diffify.com/R/mlflow">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=simstudy">{simstudy} 0.7.1</a>: Simulation of Study Data - <a href="https://diffify.com/R/simstudy">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ibmdbR">{ibmdbR} 1.51.0</a>: IBM in-Database Analytics for R - <a href="https://diffify.com/R/ibmdbR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=spatialreg">{spatialreg} 1.3-1</a>: Spatial Regression Analysis - <a href="https://diffify.com/R/spatialreg">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyterra">{tidyterra} 0.5.0</a>: ‘tidyverse’ Methods and ‘ggplot2’ Helpers for ‘terra’ Objects - <a href="https://diffify.com/R/tidyterra">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=missRanger">{missRanger} 2.4.0</a>: Fast Imputation of Missing Values - <a href="https://diffify.com/R/missRanger">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggmap">{ggmap} 4.0.0</a>: Spatial Visualization with ggplot2 - <a href="https://diffify.com/R/ggmap">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=CRKuH3ISPgI">webR 0.2: R Packages and Shiny for WebAssembly - George Stagg</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=SEKI8N48ZbM">David Sluder @ Institute of Nuclear Power Operations - Data Science Hangout</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=-UP5xN9xopg">Advanced Shiny - Running Multiple Linked Shiny Apps - TidyX Episode 164</a></p>
</li>
</ul>
<h3 id="call-for-participation">Call for Participation</h3>
<ul>
<li><a href="https://rainbowr.netlify.app/posts/2023-11-16_introducing-buddies">Introducing the rainbowR buddy scheme</a> - The rainbowR buddy scheme is designed to connect LGBTQ+ folks who code in R. This blog post introduces how the scheme works, how to join, and details how it’s implemented in R (a combination of <strong>googlesheets4</strong>, <strong>dplyr</strong> and <strong>blastula</strong>).</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://recology.info/2021/11/mocking-redirects/">Mocking HTTP redirects</a></p>
</li>
<li>
<p><a href="https://josiahparry.com/posts/2023-11-24-dfusionrdr">Building a DataFusion CSV reader with arrow-extendr</a></p>
</li>
<li>
<p><a href="https://r-graph-gallery.com/web-valued-dots-map-bertin.html">Jacques Bertin’s valued points map with R</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W48/jacques-berlin.png" alt="" /></p>
<ul>
<li>
<p><a href="https://r-graph-gallery.com/web-dorling-cartogram-with-R.html">Customized Dorling cartogram with R</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/regular-expressions-clean-data">3MW (Using regular expressions to clean data)</a></p>
</li>
<li>
<p><a href="https://epiverse-trace.github.io/posts/benchmarking_design_decisions/">Using benchmarking to guide the adoption of dependencies in R packages</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W48/benchmarking-guiding-design.png" alt="" /></p>
<ul>
<li>
<p><a href="https://colinfay.me/rethinking-packages-and-functions-preloading-in-webr-0.2.2/">Rethinking packages & functions preloading in webR 0.2.2</a></p>
</li>
<li>
<p><a href="https://quantixed.org/2023/11/21/airy-area-approximating-surface-area-of-a-cell-from-a-3d-point-set/">Airy Area: approximating surface area of a cell from a 3D point set</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/intro-to-theme-ggplot2-r/">Getting started with theme()</a></p>
</li>
<li>
<p><a href="https://notstatschat.rbind.io/2023/11/21/linear-mixed-models-with-pairwise-likelihood/">Linear mixed models with pairwise likelihood</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-11-21-rsi-null/index.html">Downloading STAC data using rsi when you’ve got a geographic CRS or don’t want a composite.</a></p>
</li>
<li>
<p><a href="https://appsilon.com/reactable-extras-enhancing-shiny-applications/">reactable.extras 0.2.0 Release: Enhanced Interactivity and Efficiency for Shiny Apps</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-22/index.html">Unveiling the Magic of LOESS Regression in R: A Step-by-Step Guide with mtcars</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-21/index.html">Logarithmic Regression in R: A Step-by-Step Guide with Prediction Intervals</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-20/index.html">Mastering Exponential Regression in R: A Step-by-Step Guide</a></p>
</li>
<li>
<p><a href="https://medium.com/@mcodrescu/octopus-0-4-1-whats-new-c8d64ce839fd?source=rss-56ea81247f08------2">Octopus 0.4.1: What’s new?</a></p>
</li>
<li>
<p><a href="https://matloff.wordpress.com/2023/11/22/the-secret-sauce-used-in-many-qeml-functions/">The “Secret Sauce” Used in Many qeML Functions</a></p>
</li>
<li>
<p><a href="https://matloff.wordpress.com/2023/11/21/qeml-example-issues-of-overfitting-dimension-reduction-etc/">qeML Example: Issues of Overfitting, Dimension Reduction Etc.</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://r-posts.com/using-chatgpt-for-exploratory-data-analysis-with-python-r-and-prompting-workshop/">Using ChatGPT for Exploratory Data Analysis with Python, R and prompting workshop - Nov. 30, 2023</a></p>
</li>
<li>
<p><a href="https://www.physalia-courses.org/courses-workshops/advanced-maps/">Beyond choropleth: Advanced map making with R and ggplot2 - Dec. 6-8, 2023</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/20/webinar-discover-the-future-of-r-in-regulatory-submissions">R and Shiny in Regulatory Submission - Dec. 11, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-mixed-frequency-data-models-in-r-workshop/">Introduction to mixed frequency data models in R workshop - Dec. 14, 2023</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="datasets">Datasets</h3>
<ul>
<li><a href="https://thierrymoudiki.github.io/blog/2023/11/20/python/r/misc/mlsauce/runiverse-api">A plethora of datasets at your fingertips</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Population density in Norway (mainland). A 3D spike map created with <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a>.<a href="https://twitter.com/hashtag/30DayMapChallenge?src=hash&ref_src=twsrc%5Etfw">#30DayMapChallenge</a> | Day 23: 3D <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/AwLHIQzdDQ">pic.twitter.com/AwLHIQzdDQ</a></p>— Ansgar Wolsing (@_ansgar) <a href="https://twitter.com/_ansgar/status/1727724981063135511?ref_src=twsrc%5Etfw">November 23, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/30DayMapChallenge?src=hash&ref_src=twsrc%5Etfw">#30DayMapChallenge</a> Day 25: Antarctica. Five historical expeditions to Antarctica.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/MwZZk6ueg9">pic.twitter.com/MwZZk6ueg9</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1728423074125500870?ref_src=twsrc%5Etfw">November 25, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<ul>
<li><a href="https://r.iresmi.net/posts/2023/tanaka/index.html">Tanaka</a></li>
</ul>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Haunted objects in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/v6QcgrLHuf">pic.twitter.com/v6QcgrLHuf</a></p>— Antoine Fabri (@antoine_fabri) <a href="https://twitter.com/antoine_fabri/status/1727411205034385543?ref_src=twsrc%5Etfw">November 22, 2023</a></blockquote>
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<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W47 httr2 1.0.0, Road to Building Ten Million Binaries, How to Get Good with R2023-11-20T00:00:00+00:00https://rweekly.org/2023-W47
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://github.com/parmsam">Sam Parmar</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/11/httr2-1-0-0/">httr2 1.0.0</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/the-road-to-building-ten-million-binaries/">The Road to Building Ten Million Binaries</a></p>
</li>
<li>
<p><a href="https://www.njtierney.com/post/2023/11/10/how-to-get-good-with-r/">How to Get Good with R?</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://posit.co/blog/the-road-to-building-ten-million-binaries/">The Road to Building Ten Million Binaries</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W47/Posit-Blog-TenMillionBinaries-B_600.jpg" alt="Posit-Blog-TenMillionBinaries-B_600" /></p>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/11/09/r-package-development-teaching-intro/">The current introduction to my package development workshops</a></p>
</li>
<li>
<p><a href="https://epiverse-trace.github.io/posts/for-vs-apply/">Lesser-known reasons to prefer <code class="language-plaintext highlighter-rouge">apply()</code> over for loops</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/11/01/reading-notes-git-in-practice/">Reading notes on Git in Practice by Mike McQuaid</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/11/tidymodels-errors-q4/">Three ways errors are about to get better in tidymodels</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/11/httr2-1-0-0/">httr2 1.0.0</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W47/thumbnail-wd_600.jpg" alt="httr2 1.0.0 baseballs" /></p>
<ul>
<li>
<p><a href="https://www.bryanshalloway.com/2023/11/03/odds-are-you-re-using-probabilities-to-describe-event-outcomes/">Odds Are You’re Using Probabilities to Describe Event Outcomes</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/faqs-on-mixed-effects-models/">FAQs on mixed-effects models</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-07/index.html">How to Simulate & Plot a Bivariate Normal Distribution in R: A Hands-on Guide</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-11-07-classed-errors/index.html">Classed conditions from rlang functions</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/11/tinytex-path/">An Upcoming Change in the TinyTeX Installation Path on Windows</a></p>
</li>
<li>
<p><a href="https://github.com/coatless/quarto-webr/releases/tag/0.3.9">Zoom-Zoom release of quarto-webr extension adds improved support for RevealJS</a></p>
</li>
<li>
<p><a href="https://appsilon.com/shiny-telemetry-in-r-shiny-dashboards/">{shiny.telemetry}: Enhanced User Behavior Analytics in R/Shiny Dashboards</a></p>
</li>
<li>
<p><a href="https://appsilon.com/r-lubridate/">R lubridate: How To Efficiently Work With Dates and Times in R</a></p>
</li>
<li>
<p><a href="https://appsilon.com/functional-programming-in-r-part-3/">Unlocking the Power of Functional Programming in R (Part 3): Advanced Techniques & Practical Applications</a></p>
</li>
<li>
<p><a href="https://www.njtierney.com/post/2023/11/10/how-to-get-good-with-r/">How to Get Good with R?</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W47/never-stop-sign_600.jpg" alt="never-stop-sign_600" /></p>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://colorado.posit.co/rsc/tay-swift-tour/">Taylor’s Towering Year</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W47/hero_600.jpg" alt="taylor swift's towering year" /></p>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2023/11/17/runiverse-wasm/">R-universe now builds WASM binaries for all R packages</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/13/dive-into-r-collaborate-with-the-indy-userr-group-as-a-newsletter-contributor">Dive Into R: Collaborate with the Indy UserR Group as a Newsletter Contributor!</a></p>
</li>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/11/05/python/r/adaopt/lsboost/mlsauce_classification">mlsauce version 0.8.10: Statistical/Machine Learning with Python and R</a></p>
</li>
<li>
<p><a href="https://appsilon.com/machine-learning-for-protein-crystal-detection/">Accelerating Drug Discovery: Machine Learning for Protein Crystal Detection</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2023/11/06/r-universe-stars-finale/">The rOpenSci Multiverse</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/09/pfizer-leaders-discuss-the-adoption-of-open-source-predominantly-r-in-clinical-trial-reporting">Pfizer Leaders Discuss the Adoption of Open Source, Predominantly R, in Clinical Trial Reporting</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://wyclif.substack.com/p/does-birth-order-matter">Does birth order matter?</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/fair-standards-for-the-creation-of-research-materials-with-examples/">FAIR standards for the creation of research materials, with examples</a></p>
</li>
<li>
<p><a href="https://www.zeileis.org/news/growth_curve_trees/">Subgroup detection in linear growth curve models</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=earthdatalogin">{earthdatalogin} 0.0.1</a>: NASA ‘EarthData’ Login Utilities</li>
<li><a href="https://cran.r-project.org/package=actLifer">{actLifer} 1.0.0</a>: Creating Actuarial Life Tables</li>
<li><a href="https://cran.r-project.org/package=epiphy">{epiphy} 0.5.0</a>: Analysis of Plant Disease Epidemics</li>
<li><a href="https://cran.r-project.org/package=textrecipes">{textrecipes} 1.0.6</a>: Extra ‘Recipes’ for Text Processing</li>
<li><a href="https://cran.r-project.org/package=epitweetr">{epitweetr} 2.2.16</a>: Early Detection of Public Health Threats from ‘Twitter’ Data</li>
<li><a href="https://cran.r-project.org/package=aeddo">{aeddo} 0.1.0</a>: Automated and Early Detection of Disease Outbreaks</li>
<li><a href="https://cran.r-project.org/package=versus">{versus} 0.1.0</a>: Compare Data Frames</li>
<li><a href="https://cran.r-project.org/package=gutenbergr">{gutenbergr} 0.2.4</a>: Download and Process Public Domain Works from Project Gutenberg</li>
<li>
<p><a href="https://cran.r-project.org/package=bskyr">{bskyr} 0.0.4</a>: Interact with ‘Bluesky’ Social</p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-11-03-spatialsample/index.html">spatialsample 0.5.0 is now on CRAN</a></p>
</li>
<li><a href="https://cran.r-project.org/package=rosv">{rosv} 0.4.2</a>: Client to Access and Operate on the ‘Open Source Vulnerability’
API</li>
<li><a href="https://cran.r-project.org/package=wordbankr">{wordbankr} 1.0.2</a>: Accessing the Wordbank Database</li>
<li><a href="https://cran.r-project.org/package=Spectran">{Spectran} 1.0.3</a>: Visual and Non-Visual Spectral Analysis of Light</li>
<li><a href="https://cran.r-project.org/package=qeML">{qeML} 1.1</a>: Quick and Easy Machine Learning Tools</li>
<li><a href="https://cran.r-project.org/package=filecacher">{filecacher} 0.2.4</a>: File Cacher</li>
<li><a href="https://cran.r-project.org/package=rsleep">{rsleep} 1.0.10</a>: Analysis of Sleep Data</li>
<li><a href="https://cran.r-project.org/package=DOYPAColors">{DOYPAColors} 0.0.1</a>: Don’t Overthink Your Palette of Colors</li>
<li><a href="https://cran.r-project.org/package=phsmethods">{phsmethods} 1.0.0</a>: Standard Methods for Use in Public Health Scotland</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=SAMtool">{SAMtool} 1.6.3</a>: Stock Assessment Methods Toolkit - <a href="https://diffify.com/R/SAMtool">diffify</a></li>
<li><a href="https://cran.r-project.org/package=shiny">{shiny} 1.8.0</a>: Web Application Framework for R - <a href="https://diffify.com/R/shiny">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pak">{pak} 0.7.0</a>: Another Approach to Package Installation - <a href="https://diffify.com/R/pak">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gtreg">{gtreg} 0.3.0</a>: Regulatory Tables for Clinical Research - <a href="https://diffify.com/R/gtreg">diffify</a></li>
<li><a href="https://cran.r-project.org/package=dplyr">{dplyr} 1.1.4</a>: A Grammar of Data Manipulation - <a href="https://diffify.com/R/dplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggquiver">{ggquiver} 0.3.3</a>: Quiver Plots for ‘ggplot2’ - <a href="https://diffify.com/R/ggquiver">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckdb">{duckdb} 0.9.2</a>: DBI Package for the DuckDB Database Management System - <a href="https://diffify.com/R/duckdb">diffify</a></li>
<li><a href="https://cran.r-project.org/package=vetiver">{vetiver} 0.2.5</a>: Version, Share, Deploy, and Monitor Models - <a href="https://diffify.com/R/vetiver">diffify</a></li>
<li><a href="https://cran.r-project.org/package=shiny.telemetry">{shiny.telemetry} 0.2.0</a>: ‘Shiny’ App Usage Telemetry - <a href="https://diffify.com/R/shiny.telemetry">diffify</a></li>
<li><a href="https://cran.r-project.org/package=clinicalsignificance">{clinicalsignificance} 2.0.0</a>: A Toolbox for Clinical Significance Analyses in Intervention
Studies - <a href="https://diffify.com/R/clinicalsignificance">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arrow">{arrow} 14.0.0</a>: Integration to ‘Apache’ ‘Arrow’ - <a href="https://diffify.com/R/arrow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mirai">{mirai} 0.11.2</a>: Minimalist Async Evaluation Framework for R - <a href="https://diffify.com/R/mirai">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rclipboard">{rclipboard} 0.2.1</a>: Shiny/R Wrapper for ‘clipboard.js’ - <a href="https://diffify.com/R/rclipboard">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggpmisc">{ggpmisc} 0.5.5</a>: Miscellaneous Extensions to ‘ggplot2’ - <a href="https://diffify.com/R/ggpmisc">diffify</a></li>
<li><a href="https://cran.r-project.org/package=stringr">{stringr} 1.5.1</a>: Simple, Consistent Wrappers for Common String Operations - <a href="https://diffify.com/R/stringr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=httr2">{httr2} 1.0.0</a>: Perform HTTP Requests and Process the Responses - <a href="https://diffify.com/R/httr2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=periscope2">{periscope2} 0.1.4</a>: Enterprise Streamlined ‘shiny’ Application Framework Using ‘bs4Dash’ - <a href="https://diffify.com/R/periscope2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=errorist">{errorist} 0.1.2</a>: Automatically Search Errors or Warnings - <a href="https://diffify.com/R/errorist">diffify</a></li>
<li><a href="https://cran.r-project.org/package=leaflet">{leaflet} 2.2.1</a>: Create Interactive Web Maps with the JavaScript ‘Leaflet’ Library - <a href="https://diffify.com/R/leaflet">diffify</a></li>
<li><a href="https://cran.r-project.org/package=PatientProfiles">{PatientProfiles} 0.5.0</a>: Identify Characteristics of Patients in the OMOP Common Data Model - <a href="https://diffify.com/R/PatientProfiles">diffify</a></li>
<li><a href="https://cran.r-project.org/package=constructive">{constructive} 0.2.0</a>: Display Idiomatic Code to Construct Most R Objects - <a href="https://diffify.com/R/constructive">diffify</a></li>
<li><a href="https://cran.r-project.org/package=stringi">{stringi} 1.8.1</a>: Fast and Portable Character String Processing Facilities - <a href="https://diffify.com/R/stringi">diffify</a></li>
<li><a href="https://cran.r-project.org/package=dockerfiler">{dockerfiler} 0.2.2</a>: Easy Dockerfile Creation from R - <a href="https://diffify.com/R/dockerfiler">diffify</a></li>
<li><a href="https://cran.r-project.org/package=diyar">{diyar} 0.5.1</a>: Record Linkage and Epidemiological Case Definitions in ‘R’ - <a href="https://diffify.com/R/diyar">diffify</a></li>
<li><a href="https://cran.r-project.org/package=refinr">{refinr} 0.3.3</a>: Cluster and Merge Similar Values Within a Character Vector - <a href="https://diffify.com/R/refinr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ranger">{ranger} 0.16.0</a>: A Fast Implementation of Random Forests - <a href="https://diffify.com/R/ranger">diffify</a></li>
<li><a href="https://cran.r-project.org/package=data.tree">{data.tree} 1.1.0</a>: General Purpose Hierarchical Data Structure - <a href="https://diffify.com/R/data.tree">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crosstable">{crosstable} 0.7.0</a>: Crosstables for Descriptive Analyses - <a href="https://diffify.com/R/crosstable">diffify</a></li>
<li><a href="https://cran.r-project.org/package=collapse">{collapse} 2.0.6</a>: Advanced and Fast Data Transformation - <a href="https://diffify.com/R/collapse">diffify</a></li>
<li>
<p><a href="https://cran.r-project.org/package=politeness">{politeness} 0.9.3</a>: Detecting Politeness Features in Text - <a href="https://diffify.com/R/politeness">diffify</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/11/03#rcppeigen_0.3.3.9.4">RcppEigen 0.3.3.9.4 on CRAN: Maintenance, Matrix Changes</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.10.4</a>: R binding for NNG (Nanomsg Next Gen). NNG is a high-performance socket library implementing common communications patterns including publish/subscribe, request/reply and service discovery, over in-process, IPC, TCP, WebSocket and secure TLS transports.</p>
</li>
<li><a href="https://cran.r-project.org/package=ggplate">{ggplate} 0.1.0</a>: Create Layout Plots of Biological Culture Plates and Microplates - <a href="https://diffify.com/R/ggplate">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgdepends">{pkgdepends} 0.7.0</a>: Package Dependency Resolution and Downloads - <a href="https://diffify.com/R/pkgdepends">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggblanket">{ggblanket} 5.2.0</a>: Simplify ‘ggplot2’ Visualisation - <a href="https://diffify.com/R/ggblanket">diffify</a></li>
<li><a href="https://cran.r-project.org/package=packageRank">{packageRank} 0.8.3</a>: Computation and Visualization of Package Download Counts and Percentiles - <a href="https://diffify.com/R/packageRank">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mosaic">{mosaic} 1.9.0</a>: Project MOSAIC Statistics and Mathematics Teaching Utilities - <a href="https://diffify.com/R/mosaic">diffify</a></li>
<li><a href="https://cran.r-project.org/package=texreg">{texreg} 1.39.3</a>: Conversion of R Regression Output to LaTeX or HTML Tables - <a href="https://diffify.com/R/texreg">diffify</a></li>
<li><a href="https://cran.r-project.org/package=logr">{logr} 1.3.5</a>: Creates Log Files - <a href="https://diffify.com/R/logr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=vivainsights">{vivainsights} 0.5.0</a>: Analyze and Visualize Data from ‘Microsoft Viva Insights’ - <a href="https://diffify.com/R/vivainsights">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pins">{pins} 1.3.0</a>: Pin, Discover and Share Resources - <a href="https://diffify.com/R/pins">diffify</a></li>
<li><a href="https://cran.r-project.org/package=reproducible">{reproducible} 2.0.9</a>: Enhance Reproducibility of R Code - <a href="https://diffify.com/R/reproducible">diffify</a></li>
<li><a href="https://cran.r-project.org/package=vaultr">{vaultr} 1.2.0</a>: Vault Client for Secrets and Sensitive Data - <a href="https://diffify.com/R/vaultr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggformula">{ggformula} 0.12.0</a>: Formula Interface to the Grammar of Graphics - <a href="https://diffify.com/R/ggformula">diffify</a></li>
<li><a href="https://cran.r-project.org/package=downloadthis">{downloadthis} 0.3.3</a>: Implement Download Buttons in ‘rmarkdown’ - <a href="https://diffify.com/R/downloadthis">diffify</a></li>
<li><a href="https://cran.r-project.org/package=adobeanalyticsr">{adobeanalyticsr} 0.4.0</a>: R Client for ‘Adobe Analytics’ API 2.0 - <a href="https://diffify.com/R/adobeanalyticsr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=covr">{covr} 3.6.4</a>: Test Coverage for Packages - <a href="https://diffify.com/R/covr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=text2vec">{text2vec} 0.6.4</a>: Modern Text Mining Framework for R - <a href="https://diffify.com/R/text2vec">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crimedata">{crimedata} 0.3.5</a>: Access Crime Data from the Open Crime Database - <a href="https://diffify.com/R/crimedata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=REDCapTidieR">{REDCapTidieR} 1.0.0</a>: Extract ‘REDCap’ Databases into Tidy ‘Tibble’s - <a href="https://diffify.com/R/REDCapTidieR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckplyr">{duckplyr} 0.2.3</a>: A ‘DuckDB’-Backed Version of ‘dplyr’ - <a href="https://diffify.com/R/duckplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=Rdpack">{Rdpack} 2.6</a>: Update and Manipulate Rd Documentation Objects - <a href="https://diffify.com/R/Rdpack">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggpp">{ggpp} 0.5.5</a>: Grammar Extensions to ‘ggplot2’ - <a href="https://diffify.com/R/ggpp">diffify</a></li>
<li><a href="https://cran.r-project.org/package=zenplots">{zenplots} 1.0.6</a>: Zigzag Expanded Navigation Plots - <a href="https://diffify.com/R/zenplots">diffify</a></li>
<li><a href="https://cran.r-project.org/package=httptest2">{httptest2} 1.0.0</a>: Test Helpers for ‘httr2’ - <a href="https://diffify.com/R/httptest2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=countries">{countries} 1.1.1</a>: Deal with Country Data in an Easy Way - <a href="https://diffify.com/R/countries">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lintr">{lintr} 3.1.1</a>: A ‘Linter’ for R Code - <a href="https://diffify.com/R/lintr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=octopus">{octopus} 0.4.1</a>: A Database Management Tool - <a href="https://diffify.com/R/octopus">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lifecycle">{lifecycle} 1.0.4</a>: Manage the Life Cycle of your Package Functions - <a href="https://diffify.com/R/lifecycle">diffify</a></li>
<li><a href="https://cran.r-project.org/package=jsTreeR">{jsTreeR} 2.4.0</a>: A Wrapper of the JavaScript Library ‘jsTree’ - <a href="https://diffify.com/R/jsTreeR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=periscope">{periscope} 1.0.4</a>: Enterprise Streamlined ‘Shiny’ Application Framework - <a href="https://diffify.com/R/periscope">diffify</a></li>
<li><a href="https://cran.r-project.org/package=taylor">{taylor} 3.0.0</a>: Lyrics and Song Data for Taylor Swift’s Discography - <a href="https://diffify.com/R/taylor">diffify</a></li>
<li><a href="https://cran.r-project.org/package=stacks">{stacks} 1.0.3</a>: Tidy Model Stacking - <a href="https://diffify.com/R/stacks">diffify</a></li>
<li><a href="https://cran.r-project.org/package=drake">{drake} 7.13.8</a>: A Pipeline Toolkit for Reproducible Computation at Scale - <a href="https://diffify.com/R/drake">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rtoot">{rtoot} 0.3.3</a>: Collecting and Analyzing Mastodon Data - <a href="https://diffify.com/R/rtoot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mlflow">{mlflow} 2.8.0</a>: Interface to ‘MLflow’ - <a href="https://diffify.com/R/mlflow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.4.0</a>: Make ‘Mirai’ ‘Promises’ - <a href="https://diffify.com/R/mirai.promises">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rprojroot">{rprojroot} 2.0.4</a>: Finding Files in Project Subdirectories - <a href="https://diffify.com/R/rprojroot">diffify</a>
Fault Detection - <a href="https://diffify.com/R/bayesWatch">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=VXB4e11lHtw">Reproducible R development on Github Actions with Nix</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=ve51kb4ewxI&ab_channel=PositPBC">Ben Arancibia @ GSK - Data Science Hangout</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=Mpq9a6yMl_w&ab_channel=PositPBC">webR 0.2 Overview: R in the browser - George Stagg - Posit</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=8p0-MQp91QU">Shiny + JavaScript - Scroll to top button using HTML, CSS and JS for basic shiny & bslib layouts</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=t7NrkAeosog&ab_channel=ggnot2">How to use GitHub Copilot and ChatGPT in RStudio - get setup in less than 5 minutes!</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=-UP5xN9xopg&ab_channel=TidyX">Advanced Shiny - Running Multiple Linked Shiny Apps - TidyX Episode 164</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=la3PUc12o14&ab_channel=TidyX">Creating Player url links in datatable and Shiny - TidyX Episode 163</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=EKISB0gnue4&ab_channel=AlbertRapp">Data Cleaning with the tidyverse (by Statistics Globe)</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=Km0Ib7_7qg8&ab_channel=AlbertRapp">Create Donut and Pie Charts with ggplot (Only Sometimes Please)</a></p>
</li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/11/16/highlights-from-r-ladies-paris-hybrid-meetup-empowering-community-outreach">Highlights from R-Ladies Paris Hybrid Meetup Empowering Community Outreach</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/satrdays-london-2024-r-conference/">SatRdays London 2024</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://jcarroll.com.au/2023/11/07/print-debugging-now-with-icecream/">Print Debugging (Now with Icecream!)</a></li>
<li>
<p><a href="https://rpubs.com/eR_ic/attention">Let’s talk attention in Transformers</a></p>
</li>
<li>
<p><a href="https://geekcologist.wordpress.com/2023/11/09/simulating-phylogenetically-structured-networks/">Simulating Phylogenetically Structured Networks*</a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/house-elections/">Logistic regression modeling for #TidyTuesday US House Elections</a></p>
</li>
<li>
<p><a href="https://fharrell.com/post/hxcontrol/">Incorporating Historical Control Data Into an RCT</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/bad_map/index.html">Bad map</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/clustering_points_polygons/index.html">Clustering points to polygons</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/osm_guadeloupe_trail_relation/index.html">OSM Guadeloupe trail relation</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/lynx_from_gbif/index.html">Lynx from GBIF</a></p>
</li>
<li>
<p><a href="https://r-posts.com/builld-your-first-app-with-shiny-r-shiny-tutorial-for-beginners/">Builld Your First App With Shiny – R Shiny Tutorial For Beginners</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/11/01/AI-in-R.html">Harnessing AI in R and Python - Gather data with ChatGPT</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-06/index.html">Demystifying Data: A Comprehensive Guide to Calculating and Plotting Cumulative Distribution Functions (CDFs) in R</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-03/index.html">Introducing TidyDensity’s New Powerhouse: The convert_to_ts() Function</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-02/index.html">Fitting a Distribution to Data in R</a></li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-01/index.html">Understanding the Triangular Distribution and Its Application in R</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-17/index.html">Quadratic Regression in R: Unveiling Non-Linear Relationships</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2011-11-16/index.html">{healthyR.ts} New Features: Unlocking More Power</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-15/index.html">How to Perform Multiple Linear Regression in R</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-11-14/index.html">How to Predict a Single Value Using a Regression Model in R</a></li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-11-13/index.html">Unlocking the Power of Prediction Intervals in R: A Practical Guide</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/cleaning-web-scraped-tables">3MW (Cleaning web-scraped tables)</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/reticulate-py-r">3MW (Combine R & Python)</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/11/15/Change-Fonts-in-ggplot.html">How to Change Fonts in ggplot2 with Google Fonts</a></p>
</li>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/11/12/python/r/quasirandomizednn/nnetsauce-deep-lazy">A classifier that’s very accurate (and deep)</a></p>
</li>
<li><a href="https://jadeyryan.com/blog/2023-11-19_publish-quarto-website/">Publish a Quarto website with Netlify</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.meetup.com/oxford-r-user-group/events/297417319/">OxfordRUG November 2023 - Making Christmas cards with R - online</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/30DayMapChallenge?src=hash&ref_src=twsrc%5Etfw">#30DayMapChallenge</a>: Day 18: Atmosphere. Air quality of Europe from 2017 to 2021, measured as spatial estimates of PM10, PM2.5, Ozone, NO2, and NOx. Higher values correspond to worse air quality.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/z2wzXOxedX">pic.twitter.com/z2wzXOxedX</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1725863164317778182?ref_src=twsrc%5Etfw">November 18, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">A very quick <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> using {ggsankey} this week to visualise Diwali sales data, breaking down customers into different segments! <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/R4DS?src=hash&ref_src=twsrc%5Etfw">#R4DS</a> <a href="https://twitter.com/hashtag/DataViz?src=hash&ref_src=twsrc%5Etfw">#DataViz</a> <a href="https://t.co/x59XFAl5uy">pic.twitter.com/x59XFAl5uy</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1724540828431888851?ref_src=twsrc%5Etfw">November 14, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W45 QRCode, fable, and maps2023-11-06T00:00:00+00:00https://rweekly.org/2023-W45
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://colinfay.me">Colin Fay</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2023/10/30/opencv-qr/">Scanning QR codes in R</a></p>
</li>
<li>
<p><a href="https://ctompkins.netlify.app/post/forecasting-pittsburgh-potholes-with-fable/">Forecasting Pittsburgh Potholes with {fable}</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-10-31-map-context/index.html">Adding context to maps made with ggplot2</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://masalmon.eu/2023/11/06/functions-dealing-with-names/">Useful functions for dealing with object names</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://ctompkins.netlify.app/post/forecasting-pittsburgh-potholes-with-fable/">Forecasting Pittsburgh Potholes with {fable}</a></li>
</ul>
<picture>
<div align="center"><img src="https://ctompkins.netlify.app/post/forecasting-pittsburgh-potholes-with-fable/featured_huff280da2ba4585b3054796d617768f86_99037_720x0_resize_lanczos_3.png" /></div>
</picture>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/dplyr-debugging-posit-diffify/">Sluggish system or client code?</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://afspubs.onlinelibrary.wiley.com/doi/10.1002/fsh.10974">{NCIFD} — An Internal R Package for a Fisheries Agency</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/10/31/r-quixote-in-spain-organizing-annual-r-conference-and-writing-book-for-hispanic-r-users">R Quixote in Spain: Organizing Annual R Conference and Writing Book for Hispanic R Users</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="http://LieberInstitute.github.io/rstatsclub/2023/11/01/our-first-adventure-with-visium-spatial-proteogenomics/">Our first adventure with Visium Spatial Proteogenomics</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://dirk.eddelbuettel.com/blog/2023/10/31/#rcpparmadillo_0.12.6.6.0">RcppArmadillo 0.12.6.6.0 on CRAN: Bugfix, Thread Throttling</a></li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/feddelegrand7/fold">fold</a>: helps R developers to work with several R folders within an R package.</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://posit.co/blog/shinyuieditor-out-of-alpha/">ShinyUiEditor: Out of Alpha</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ichimoku">{ichimoku} 1.4.10</a>: Visualization and Tools for Ichimoku Kinko Hyo Strategies</p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://ikashnitsky.phd/2023/geocoding/index.html">Geocode address text strings using tidygeocoder</a></p>
</li>
<li>
<p><a href="https://www.rostrum.blog/posts/2023-11-01-qr-enabled-fn/index.html">Unlock R functions with QR codes</a></p>
</li>
<li>
<p><a href="https://www.storybench.org/how-to-analyze-the-screen-times-of-presidential-candidates/">How to analyze the screen times of presidential candidates</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-10-31/index.html">Multinomial Distribution in R</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/10/30/opencv-qr/">Scanning QR codes in R</a></p>
</li>
</ul>
<picture>
<div align="center"><img src="https://ropensci.org/blog/2023/10/30/opencv-qr/output.jpg" /></div>
</picture>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-10-30/index.html">Randomness in R: runif(), punif(), dunif(), and quinf()</a></p>
</li>
<li>
<p><a href="https://quantixed.org/2023/10/29/all-the-right-friends-ii-clustering-papers-using-google-scholar-data/">All The Right Friends II: clustering papers using Google Scholar data</a></p>
</li>
<li>
<p><a href="https://3mw.albert-rapp.de/p/bslib-without-shiny">3MW (Use {bslib} without Shiny)</a></p>
</li>
<li>
<p><a href="https://mm218.dev/posts/2023-10-31-map-context/index.html">Adding context to maps made with ggplot2</a></p>
</li>
</ul>
<picture>
<div align="center"><img src="https://www.mm218.dev/posts/2023-10-31-map-context/index_files/figure-html/unnamed-chunk-8-1.png" /></div>
</picture>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Just a reminder that <a href="https://twitter.com/RLadiesSTL?ref_src=twsrc%5Etfw">@RLadiesSTL</a> YouTube Channel has over 20 videos (and growing) of workshops on <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> topics ranging from Data Cleaning to Report Development to Time Series Analysis. Check them out!👇<a href="https://t.co/JeT7B409oC">https://t.co/JeT7B409oC</a></p>— Crystal Lewis (@Cghlewis) <a href="https://twitter.com/Cghlewis/status/1721534631759974876?ref_src=twsrc%5Etfw">November 6, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W44 Shiny UI Editor, tidymodels workshop, Shiny components2023-10-30T00:00:00+00:00https://rweekly.org/2023-W44
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://podcastindex.social/@rpodcast">Eric Nantz</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://posit.co/blog/shinyuieditor-out-of-alpha/">ShinyUIEditor: Out of alpha</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/answering-some-tidymodels-questions/">Answering some {tidymodels} questions</a></p>
</li>
<li>
<p><a href="https://github.com/devOpifex/component">{component} - Creating components for Shiny inspired by Vue</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://quantixed.org/2023/10/21/all-the-right-friends-how-does-google-scholar-rank-co-authors/">All The Right Friends: how does Google Scholar rank co-authors?</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/10/25/ted-laderas-discusses-cascadiar-and-the-diverse-r-community-in-portland">Ted Laderas Discusses CascadiaR and the Diverse R Community in Portland</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://juliasilge.com/blog/taylor-swift/">Topic modeling for #TidyTuesday Taylor Swift lyrics</a></p>
</li>
<li>
<p><a href="https://datageeek.com/2023/10/25/fund-forecasting/">Fund Forecasting: Comparing Prophet, ETS, and ARIMA using Bagging</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://nrennie.rbind.io/blog/answering-some-tidymodels-questions/">Answering some {tidymodels} questions</a></p>
</li>
<li>
<p><a href="https://lpembleton.rbind.io/ramblings/r/">A worthy collection of short R commands and tricks</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W44/r_tips_annotation_600.png" alt="ggplot2 plot inside plot" /></p>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=detectors">{detectors} 0.1.0</a>: Prediction Data from GPT Detectors</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=envvar">{envvar} 0.1.0</a>: Make Working with Environment Variables Easier and More Consistent</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=databraryr">{databraryr} 0.5.0</a>: Interact with the ‘Databrary.org’ API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=sdtmval">{sdtmval} 0.4.1</a>: Validate SDTM Domains</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=drugDemand">{drugDemand} 0.1.0</a>: Drug Demand Forecasting</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rdracor">{rdracor} 0.7.6</a>: Access to the ‘DraCor’ API</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/devOpifex/component">{component} - Creating components for Shiny inspired by Vue</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=shinyLP">{shinyLP} 1.1.3</a>: Bootstrap Landing Home Pages for Shiny Applications - <a href="https://diffify.com/R/shinyLP">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gridpattern">{gridpattern} 1.1.1</a>: ‘grid’ Pattern Grobs - <a href="https://diffify.com/R/gridpattern">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W44/README-hex_ggpattern-1_600.png" alt="bar chart with hex pattern" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=rbibutils">{rbibutils} 2.2.16</a>: Read ‘Bibtex’ Files and Convert Between Bibliography Formats - <a href="https://diffify.com/R/rbibutils">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dm">{dm} 1.0.7</a>: Relational Data Models - <a href="https://diffify.com/R/dm">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=httpuv">{httpuv} 1.6.12</a>: HTTP and WebSocket Server Library - <a href="https://diffify.com/R/httpuv">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=s3fs">{s3fs} 0.1.4</a>: ‘Amazon Web Service S3’ File System - <a href="https://diffify.com/R/s3fs">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=z3XZ0aLIjMg">The role changes in programming within the pharmaceutical industry</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=hcmQJOEphHc">What Do You Mean Test Coverage?! Efficient Testing for Shiny Apps</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=B3Nggr9X4rY">TidyX Episode 161: Shinylive - is this thing on?</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=YrCX0FlXsW0">Reduced perceived waiting time in Shiny</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://posit.co/blog/shinyuieditor-out-of-alpha/">ShinyUIEditor: Out of alpha</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://bensstats.wordpress.com/2023/10/22/robservations-48-exploring-all-possible-hands-in-5-card-poker/">RObservations #48: Exploring All Possible Hands in 5 card Poker</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://r-posts.com/using-spatial-data-with-r-shiny-workshop-2/">Using Spatial Data with R Shiny workshop</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/10/26/phuse-connect-eu-2023-clinical-data-science-conference-coming-in-early-november">PHUSE Connect EU 2023 – Clinical Data Science Conference – Coming in Early November</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/10/18/satrdays-infrastructure-update-isc-funded-project">satRdays infrastructure update – ISC Funded Project</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@brodriguesco/111302615751286364/embed" width="500" height="300" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://mstdn.social/@gws/111300782748723374/embed" width="500" height="600" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W43 Base R, More base R, data.table2023-10-23T00:00:00+00:00https://rweekly.org/2023-W43
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://fosstodon.org/@jonocarroll">Jonathan Carroll</a>, with help from the RWeekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.rostrum.blog/posts/2023-10-17-nhs-r-2023/">Base slaps!</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/10/20/three-neat-functions/">3 (actually 4) neat R functions</a></p>
</li>
<li>
<p><a href="https://rdatatable-community.github.io/The-Raft/posts/2023-10-17-translation_announcement-toby_hocking/">Announcement: data.table translation projects</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.rostrum.blog/posts/2023-10-17-nhs-r-2023/">Base slaps!</a></li>
<li><a href="https://www.brodrigues.co/blog/2023-10-20-nix_for_r_part7/">Reproducible data science with Nix, part 7 – Building a Quarto book using Nix on Github Actions</a></li>
<li><a href="https://blog.ephorie.de/the-forgotten-factor-in-the-middle-east-conflict-youth-bulge-theory?utm_source=rss&utm_medium=rss&utm_campaign=the-forgotten-factor-in-the-middle-east-conflict-youth-bulge-theory">The Forgotten Factor in the Middle East Conflict | Youth Bulge Theory</a></li>
<li><a href="https://yihui.org/en/2023/10/markdown-complete/">R Markdown v1: Feature Complete!</a></li>
<li><a href="https://yihui.org/en/2023/10/html-article/">A Simple HTML Article Format</a></li>
<li><a href="https://masalmon.eu/2023/10/20/three-neat-functions/">3 (actually 4) neat R functions</a></li>
<li><a href="https://masalmon.eu/2023/10/16/test-local-mess-reset/">The real reset button for local mess fom tests: withr::deferred_run()</a></li>
<li><a href="http://freerangestats.info/blog/2023/10/17/mvi-and-v20">The ‘V20’ group of vulnerable countries and the MVI by @ellis2013nz</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W43/v20_600.png" alt="" /></p>
<ul>
<li><a href="https://rfsaldanha.github.io/posts/some-tips-for-sqlite.html">Some tips to work with SQLite database</a></li>
<li><a href="https://rdatatable-community.github.io/The-Raft/posts/2023-10-17-translation_announcement-toby_hocking/">Announcement: data.table translation projects</a></li>
<li><a href="https://mehrad.ai/posts/20231022-use-string-as-random-seed-in-r/">Use string as random seed in R</a></li>
<li><a href="https://lorentzen.ch/index.php/2023/10/16/interactions-where-are-you/">Interactions – where are you?</a></li>
<li><a href="https://appsilon.com/functional-programming-in-r-part-1/">Unlocking the Power of Functional Programming in R (Part 1)</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/shiny-in-production-highlights-2023/">Highlights from Shiny in Production (2023)</a></li>
</ul>
<h3 id="r-adjacent">R Adjacent</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/10/19/reading-notes-philosophy-software-design/">Reading notes on A Philosophy of Software Design by John Ousterhout</a></p>
</li>
<li>
<p><a href="https://www.datapedagogy.com/posts/2023-10-19-teaching-quarto/">Reproducible Teaching with Quarto</a></p>
</li>
<li>
<p><a href="https://www.kdnuggets.com/why-sql-is-the-language-to-learn-for-data-science">Why SQL is THE Language to Learn for Data Science</a></p>
</li>
</ul>
<h3 id="r-users">R Users</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/10/17/giving-back-to-the-r-community-in-edmonton-alberta-through-open-source-package-development-and-educational-blogs">Giving Back to the R Community in Edmonton, Alberta, through Open Source Package Development and Educational Blogs</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=shinylive">{shinylive} 0.1.0</a>: Run ‘shiny’ Applications in the Browser</li>
<li><a href="https://cran.r-project.org/package=githubr">{githubr} 0.9.1</a>: Easier to Use API Wrapper for ‘GitHub’</li>
<li><a href="https://cran.r-project.org/package=PaLMr">{PaLMr} 0.1.4</a>: Interface for ‘Google Pathways Language Model (PaLM)’</li>
<li><a href="https://cran.r-project.org/package=oceanmap">{oceanmap} 0.1.5</a>: A Plotting Toolbox for 2D Oceanographic Data</li>
<li><a href="https://cran.r-project.org/package=mapping">{mapping} 1.4</a>: Automatic Download, Linking, Manipulating Coordinates for Maps</li>
<li><a href="https://cran.r-project.org/package=GimmeMyPlot">{GimmeMyPlot} 0.1.0</a>: Graphical Utilities for Visualizing and Exploring Data</li>
<li><a href="https://cran.r-project.org/package=cloudfs">{cloudfs} 0.1.2</a>: Streamlined Interface to Interact with Cloud Storage Platforms</li>
<li><a href="https://cran.r-project.org/package=maplegend">{maplegend} 0.1.0</a>: Legends for Maps</li>
<li><a href="https://cran.r-project.org/package=tidystats">{tidystats} 0.6.0</a>: Save Output of Statistical Tests</li>
<li><a href="https://cran.r-project.org/package=timeplyr">{timeplyr} 0.2.0</a>: Fast Tidy Tools for Date and Date-Time Manipulation Logistic Regression</li>
<li><a href="https://cran.r-project.org/package=rivnet">{rivnet} 0.3.2</a>: Extract and Analyze Rivers from Elevation Data</li>
<li><a href="https://cran.r-project.org/package=tinycodet">{tinycodet} 0.1.0.6</a>: A Few Functions to Help in your Coding Etiquette</li>
<li><a href="https://cran.r-project.org/package=rbedrock">{rbedrock} 0.3.1</a>: Analysis and Manipulation of Data from Minecraft Bedrock Edition</li>
<li><a href="https://cran.r-project.org/package=coursekata">{coursekata} 0.14.0</a>: Packages and Functions for ‘CourseKata’ Courses</li>
<li><a href="https://cran.r-project.org/package=echarty">{echarty} 1.6.2</a>: Minimal R/Shiny Interface to JavaScript Library ‘ECharts’</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/10/16/python/r/forecasting/quasirandomizednn/nnetsauce-mts-R">Version v0.14.0 of nnetsauce for R and Python</a></p>
</li>
<li>
<p><a href="https://github.com/coolbutuseless/getrect">{getrect} 0.0.1</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W43/getrect_600.png" alt="" /></p>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/10/21#qlcal-r_0.0.8">qlcal 0.0.8 on CRAN: QuantLib 1.32 Updates</a></li>
<li><a href="https://cran.r-project.org/package=usmapdata">{usmapdata} 0.1.0</a>: Mapping Data for ‘usmap’ Package - <a href="https://diffify.com/R/usmapdata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=textrecipes">{textrecipes} 1.0.4</a>: Extra ‘Recipes’ for Text Processing - <a href="https://diffify.com/R/textrecipes">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ezplot">{ezplot} 0.7.8</a>: Functions for Common Chart Types - <a href="https://diffify.com/R/ezplot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=missRanger">{missRanger} 2.3.0</a>: Fast Imputation of Missing Values - <a href="https://diffify.com/R/missRanger">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nflfastR">{nflfastR} 4.6.0</a>: Functions to Efficiently Access NFL Play by Play Data - <a href="https://diffify.com/R/nflfastR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=iglu">{iglu} 3.5.0</a>: Interpreting Glucose Data from Continuous Glucose Monitors - <a href="https://diffify.com/R/iglu">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rStrava">{rStrava} 1.3.0</a>: Access the ‘Strava’ API - <a href="https://diffify.com/R/rStrava">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bioRad">{bioRad} 0.7.3</a>: Biological Analysis and Visualization of Weather Radar Data - <a href="https://diffify.com/R/bioRad">diffify</a></li>
<li><a href="https://cran.r-project.org/package=wikkitidy">{wikkitidy} 0.1.11</a>: Tidy Analysis of Wikipedia - <a href="https://diffify.com/R/wikkitidy">diffify</a></li>
<li><a href="https://cran.r-project.org/package=diffeqr">{diffeqr} 2.0.0</a>: Solving Differential Equations (ODEs, SDEs, DDEs, DAEs) - <a href="https://diffify.com/R/diffeqr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=hockeystick">{hockeystick} 0.8.2</a>: Download and Visualize Essential Climate Change Data - <a href="https://diffify.com/R/hockeystick">diffify</a></li>
<li><a href="https://cran.r-project.org/package=marginaleffects">{marginaleffects} 0.16.0</a>: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests - <a href="https://diffify.com/R/marginaleffects">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckdbfs">{duckdbfs} 0.0.3</a>: High Performance Remote File System Access Using ‘duckdb’ - <a href="https://diffify.com/R/duckdbfs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=clinfun">{clinfun} 1.1.5</a>: Clinical Trial Design and Data Analysis Functions - <a href="https://diffify.com/R/clinfun">diffify</a></li>
<li><a href="https://cran.r-project.org/package=quickcode">{quickcode} 0.5</a>: A Compilation of Some Frequently Used R Functions - <a href="https://diffify.com/R/quickcode">diffify</a></li>
<li><a href="https://cran.r-project.org/package=matsbyname">{matsbyname} 0.6.6</a>: An Implementation of Matrix Mathematics that Respects Row and Column Names - <a href="https://diffify.com/R/matsbyname">diffify</a></li>
<li><a href="https://cran.r-project.org/package=markdown">{markdown} 1.11</a>: Render Markdown with ‘commonmark’ - <a href="https://diffify.com/R/markdown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=zlib">{zlib} 1.0.3</a>: Compression and Decompression - <a href="https://diffify.com/R/zlib">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiral">{admiral} 0.12.3</a>: ADaM in R Asset Library - <a href="https://diffify.com/R/admiral">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppThread">{RcppThread} 2.1.6</a>: R-Friendly Threading in C++ - <a href="https://diffify.com/R/RcppThread">diffify</a></li>
<li><a href="https://cran.r-project.org/package=postdoc">{postdoc} 1.2.2</a>: Minimal and Uncluttered Package Documentation - <a href="https://diffify.com/R/postdoc">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pixelclasser">{pixelclasser} 1.1.1</a>: Classifies Image Pixels by Colour - <a href="https://diffify.com/R/pixelclasser">diffify</a></li>
<li><a href="https://cran.r-project.org/package=handcodeR">{handcodeR} 0.1.1</a>: Text Annotation App - <a href="https://diffify.com/R/handcodeR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggwordcloud">{ggwordcloud} 0.6.0</a>: A Word Cloud Geom for ‘ggplot2’ - <a href="https://diffify.com/R/ggwordcloud">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gnumeric">{gnumeric} 0.7-10</a>: Read Data from Files Readable by ‘gnumeric’ - <a href="https://diffify.com/R/gnumeric">diffify</a></li>
<li><a href="https://cran.r-project.org/package=annotator">{annotator} 0.0.3.1</a>: Image Annotation and Polygon Outlining using Free Drawing - <a href="https://diffify.com/R/annotator">diffify</a></li>
<li><a href="https://cran.r-project.org/package=exiftoolr">{exiftoolr} 0.2.3</a>: ExifTool Functionality from R - <a href="https://diffify.com/R/exiftoolr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=drake">{drake} 7.13.6</a>: A Pipeline Toolkit for Reproducible Computation at Scale - <a href="https://diffify.com/R/drake">diffify</a></li>
<li><a href="https://cran.r-project.org/package=collapse">{collapse} 2.0.3</a>: Advanced and Fast Data Transformation - <a href="https://diffify.com/R/collapse">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggeffects">{ggeffects} 1.3.2</a>: Create Tidy Data Frames of Marginal Effects for ‘ggplot’ from Model Outputs - <a href="https://diffify.com/R/ggeffects">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rtweet">{rtweet} 1.2.1</a>: Collecting Twitter Data - <a href="https://diffify.com/R/rtweet">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mapboxapi">{mapboxapi} 0.5.3</a>: R Interface to ‘Mapbox’ Web Services - <a href="https://diffify.com/R/mapboxapi">diffify</a></li>
<li><a href="https://cran.r-project.org/package=adaR">{adaR} 0.3.0</a>: A Fast ‘WHATWG’ Compliant URL Parser - <a href="https://diffify.com/R/adaR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ssh">{ssh} 0.9.1</a>: Secure Shell (SSH) Client for R - <a href="https://diffify.com/R/ssh">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sp">{sp} 2.1-1</a>: Classes and Methods for Spatial Data - <a href="https://diffify.com/R/sp">diffify</a></li>
<li><a href="https://cran.r-project.org/package=opencv">{opencv} 0.3.1</a>: Bindings to ‘OpenCV’ Computer Vision Library - <a href="https://diffify.com/R/opencv">diffify</a></li>
<li><a href="https://cran.r-project.org/package=oceanexplorer">{oceanexplorer} 0.1.0</a>: Explore Our Planet’s Oceans with NOAA - <a href="https://diffify.com/R/oceanexplorer">diffify</a></li>
<li><a href="https://cran.r-project.org/package=jqr">{jqr} 1.3.1</a>: Client for ‘jq’, a ‘JSON’ Processor - <a href="https://diffify.com/R/jqr">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=6B5vKjPg8r8">Latin R Plenary - Dianne Cook</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=1o-UoIF9vIc">Latin R Plenary - Hannah Frick</a> (<a href="https://hfrick.github.io/2023-latinr/">slides</a>)</p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://colinfay.me/using-own-functions-in-webr-node-js/">Using my own R functions in webR in an Express JS API, and thoughts on building web apps with Node & webR</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://r-posts.com/using-spatial-data-with-r-shiny-workshop-2/">Using Spatial Data with R Shiny workshop</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.cl/e/latinr-2023-conferencia-latinoamericana-sobre-uso-de-r-en-id-tickets-637517701607">LatinR 2023 - Latin American Conference on the Use of R in R&D: 18th October</a></p>
</li>
<li>
<p><a href="https://r-posts.com/network-analysis-with-r-workshop/">Network Analysis with R workshop: 26th October</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/10/18/satrdays-infrastructure-update-isc-funded-project">satRdays infrastructure update – ISC Funded Project</a></p>
</li>
<li>
<p><a href="https://rdatatable-community.github.io/The-Raft/posts/2023-10-15-intro_to_grant-toby_hocking/">Welcome to the {data.table} ecosystem project!</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://fosstodon.org/@nrennie/111239544140423578/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://botsin.space/@aRtsy_package/111277190420066434/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@teunbrand/111245112287432044/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://mastodon.social/@henrikbengtsson/111247989983931296/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://fosstodon.org/@_wurli/111245265519237933/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W42 testing, shiny logging, default arguments2023-10-16T00:00:00+00:00https://rweekly.org/2023-W42
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/TonyElHabr">Tony ElHabr</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/10/09/test-workflow-enhancement/">Two recent enhancements to my testing workflow</a></p>
</li>
<li>
<p><a href="https://github.com/tanho63/talk_shinyprod2023_logging">Shiny In Production 2023: Effective Logging in Shiny</a></p>
</li>
<li>
<p><a href="https://r-critique.com/be-aware-of-default-function-arguments">Note to self: be aware of functions with default arguments</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/10/testthat-3-2-0/">testthat 3.2.0</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/10/09/test-workflow-enhancement/">Two recent enhancements to my testing workflow</a></p>
</li>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/10/10/repro.html">rang 0.3.0 or why computational reproducibility is not about recipes</a></p>
</li>
<li>
<p><a href="https://r-critique.com/be-aware-of-default-function-arguments">Note to self: be aware of functions with default arguments</a></p>
</li>
<li>
<p><a href="https://r-critique.com/some-tips-on-unit-testing-with-testthat-and-rlang">Some tips on unit testing with testthat and rlang</a></p>
</li>
<li>
<p><a href="https://r-critique.com/the-r-session-crashed-with-exit-code-2">The R session crashed with exit code 2</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/running-r-in-jupyter-unleash-the-simplicity-of-notebooks/">Running R in Jupyter: Unleash the Simplicity of Notebooks</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://joachim-gassen.github.io/2023/10/preregistered-degrees-of-freedom/">Preregistration and Researcher Degrees of Freedom: Experiences from a Field Experiment</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/10/11/r-conference-2023-malaysias-largest-face-to-face-annual-r-conference">R Conference 2023: Malaysia’s Largest Face-to-Face Annual R Conference</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://www.cararthompson.com/talks/shiny-dynamic-annotations/">Shiny in Production 2023: Dynamic annotations: 10 tips for better text</a></p>
</li>
<li>
<p><a href="https://github.com/tanho63/talk_shinyprod2023_logging">Shiny In Production 2023: Effective Logging in Shiny</a></p>
</li>
<li>
<p><a href="https://chrisbrownlie.github.io/anatomy_of_shiny_sip23/#/title-slide">Shiny In Production 2023: Anatomy of a Shiny app</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W42/shiny-app-anatomy.png" alt="" /></p>
<ul>
<li><a href="https://docs.google.com/presentation/d/e/2PACX-1vSO_P_zks1LDAmHHqj7WvTi7Gsf0LomhlHIGkZ7zcq4Cd1dLJCUUT54eesQD5Fa0XgKqke2lhTe2hJ5/pub?start=false&loop=false&delayms=3000#slide=id.g1e56c81eb80_0_901">Building Bridgest: Exploring Open-Source Library Development in R and Python</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=wordbankr">{wordbankr} 1.0.1</a>: Accessing the Wordbank Database</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinylive">{shinylive} 0.1.0</a>: Run ‘shiny’ Applications in the Browser</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=daff">{daff} 1.0.1</a>: Diff, Patch and Merge for Data.frames</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=qrlabelr">{qrlabelr} 0.1.0</a>: Generate Machine- And Human-Readable Plot Labels for Experiments</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=chessboard">{chessboard} 0.1</a>: Create Network Connections Based on Chess Moves</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W42/chessboard.png" alt="" /></p>
<ul>
<li><a href="https://cran.r-project.org/package=DSBayes">{DSBayes} 2023.1.0</a>: Bayesian Subgroup Analysis in Clinical Trials</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://jbgruber.github.io/atr/index.html">{atr} 0.0.0.9000</a>: Wraps the AT Protocol (Authenticated Transfer Protocol) behind Bluesky</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://rolkra.github.io/explore/">{explore} 1.1.0</a>: Simplifies Exploratory Data Analysis - <a href="https://diffify.com/R/explore">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyposterior">{tidyposterior} 1.0.1</a>: Bayesian Analysis to Compare Models using Resampling Statistics - <a href="https://diffify.com/R/tidyposterior">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=drat">{drat} 0.2.4</a>: ‘Drat’ R Archive Template - <a href="https://diffify.com/R/drat">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pixiedust">{pixiedust} 0.9.4</a>: Tables so Beautifully Fine-Tuned You Will Believe It’s Magic - <a href="https://diffify.com/R/pixiedust">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggplot2">{ggplot2} 3.4.4</a>: Create Elegant Data Visualisations Using the Grammar of Graphics - <a href="https://diffify.com/R/ggplot2">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggrepel">{ggrepel} 0.9.4</a>: Automatically Position Non-Overlapping Text Labels with ‘ggplot2’ - <a href="https://diffify.com/R/ggrepel">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rpostgis">{rpostgis} 1.5.0</a>: R Interface to a ‘PostGIS’ Database - <a href="https://diffify.com/R/rpostgis">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shapviz">{shapviz} 0.9.2</a>: SHAP Visualizations - <a href="https://diffify.com/R/shapviz">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=reactR">{reactR} 0.5.0</a>: React Helpers - <a href="https://diffify.com/R/reactR">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<table>
<tbody>
<tr>
<td>[Shiny URL Queries</td>
<td>TidyX Episode 160](https://www.youtube.com/watch?v=gYy9RjVBUfI)</td>
</tr>
</tbody>
</table>
</li>
<li><a href="https://www.youtube.com/watch?v=Qt5DzWThWqI">Interfacing QGIS processing algorithms from R - Floris Vanderhaeghe</a></li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://gist.github.com/krlmlr/b9ae8c3025cfbee9fc84258f98cdb211">Comparing single- and double-bracket subsetting for atomic vectors</a></li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://oscarbaruffa.com/%f0%9f%87%aa%f0%9f%87%b8%f0%9f%93%9a-big-book-of-r-now-has-a-spanish-section-%f0%9f%93%9a%f0%9f%87%aa%f0%9f%87%b8/">🇪🇸📚 Big Book of R now has a Spanish section 📚🇪🇸</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://juliasilge.com/blog/haunted-places/">Where are #TidyTuesday haunted cemeteries compared to haunted schools?</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/10/09/hooray-array/">Hooray, Array!</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W42/raku_r_coloured.png" alt="" /></p>
<ul>
<li>
<p><a href="http://nflplotr.nflverse.com/articles/gt.html">nflplotR & the gt Package</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/10/shorten-code/">An Example of Shortening R Code</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/10/opts-chunk/">Two Hidden Ways to Set Global Chunk Options for knitr</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/10/section-tabsets/">Create Tabsets from HTML Sections or Bullet Lists via JavaScript and CSS</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/10/three-functions/">Three Useful Functions in Base R: <code class="language-plaintext highlighter-rouge">regexec()</code>, <code class="language-plaintext highlighter-rouge">strrep()</code>, and <code class="language-plaintext highlighter-rouge">append()</code></a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/10/simplify-javascript/">An Example of Simplifying a Decade-Old Piece of JavaScript</a></p>
</li>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/10/09/r/g2plus">A diffusion model: G2++</a></p>
</li>
<li>
<p><a href="https://tomaztsql.wordpress.com/2023/10/08/little-useless-useful-r-functions-function-for-faster-reading-with-bionic-reading/">Little useless-useful R functions – Function for faster reading with Bionic Reading</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://r-posts.com/visualising-connection-in-r-workshop/">Visualising connection in R workshop</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.cl/e/latinr-2023-conferencia-latinoamericana-sobre-uso-de-r-en-id-tickets-637517701607">LatinR 2023 - Latin American Conference on the Use of R in R&D: 18th October</a></p>
</li>
<li>
<p><a href="https://r-posts.com/network-analysis-with-r-workshop/">Network Analysis with R workshop: 26th October</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://fosstodon.org/@bjnnowak/111222233202803960/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://fosstodon.org/@terence/111208263556859606/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">It's been almost a year since my last <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> and post here, and as I wanted to practice a bit with maps and {sf}, I visualized the same information on four different maps. <br /><br />Code & full size : <a href="https://t.co/Pqie3OtgA3">https://t.co/Pqie3OtgA3</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://twitter.com/hashtag/r4ds?src=hash&ref_src=twsrc%5Etfw">#r4ds</a> <a href="https://twitter.com/hashtag/ggplot?src=hash&ref_src=twsrc%5Etfw">#ggplot</a> <a href="https://t.co/fW9mUwdABk">pic.twitter.com/fW9mUwdABk</a></p>— Christophe Nicault (@cnicault) <a href="https://twitter.com/cnicault/status/1713231003756507593?ref_src=twsrc%5Etfw">October 14, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Useful! The pak <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> package has a handy function for showing the dependency tree of a package -- pkg_deps_tree() <a href="https://t.co/QZQOn2IWkd">pic.twitter.com/QZQOn2IWkd</a></p>— Zev Ross (@zevross) <a href="https://twitter.com/zevross/status/1712139568193974704?ref_src=twsrc%5Etfw">October 11, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W41 potools, GitHub Copilot, reproducibility2023-10-09T00:00:00+00:00https://rweekly.org/2023-W41
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://joncalder.co.za/">Jon Calder</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/10/06/potools-mwe/">How to translate your package’s messages with {potools}</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=yVq-b5xHmac">GitHub Copilot in Rstudio, it’s finally here!</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-10-05-repro_overview/">An overview of what’s out there for reproducibility with R</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/10/01/cppqa.html">C++ Q&A for R package developers</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-10-05-repro_overview/">An overview of what’s out there for reproducibility with R</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rbind/b-rodrigues.github.com/master/static/img/like_this_resized.jpg" alt="" /></p>
<ul>
<li><a href="https://www.tidyverse.org/blog/2023/10/tidymodels-2023-q3/">Q3 2023 tidymodels digest</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://datageeek.com/2023/09/27/forecasting-freddie-mac-with-the-deepar-algorithm/">Forecasting Freddie Mac with the DeepAR Algorithm</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/announcement/2023/10/05/shiny-app-successfully-reviewed-by-fda-cder-staff-pilot-2-announcement-2">Shiny App Successfully Reviewed by FDA CDER Staff (Pilot 2 Announcement 2)</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://r-posts.com/r-guru-com-cheat-sheet-for-statistical-programmers/">R-Guru.com Cheat Sheet for Statistical Programmers</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://schochastics.github.io/adaR/">{adaR} 0.2.0: A Fast ‘WHATWG’ Compliant URL Parser</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/web/packages/rglobi/index.html">{rglobi} 0.3.4: Interface to Global Biotic Interactions</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/web/packages/tidyseurat/">{tidyseurat} 0.7.4: Brings Seurat to the Tidyverse</a></p>
</li>
<li>
<p><a href="https://wikihistories.github.io/wikkitidy/">{wikkitidy} 0.1.10: Tidy Analysis of Wikipedia</a></p>
</li>
</ul>
<p><strong>GitHub</strong></p>
<ul>
<li><a href="https://github.com/BlakeRMills/MoMAColors">{MoMAColors 0.0.0.9000}: Color Palettes Inspired by Artwork at the Museum of Modern Art in New York City</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W41/VanGogh_Side.png" alt="{MoMAColors 0.0.0.9000}: Color Palettes Inspired by Artwork at the Museum of Modern Art in New York City" /></p>
<ul>
<li><a href="https://github.com/goergen95/cesium">{cesium} 0.1.0: Create Interactive 3D Space-Time Visualisations with the JavaScript ‘Cesium’ Library</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://www.karissawhiting.com/cbioportalR/">{cbioportalR} 1.1.0: Browse and Query Clinical and Genomic Data from cBioPortal</a></p>
</li>
<li>
<p><a href="https://github.com/timelyportfolio/listviewer">{listviewer} 4.0.0: ‘htmlwidget’ for Interactive Views of R Lists</a></p>
</li>
<li>
<p><a href="https://gt.rstudio.com/">{gt} 0.10.0: Easily generate information-rich, publication-quality tables from R</a></p>
</li>
<li>
<p><a href="https://testthat.r-lib.org/">{testthat} 3.2.0: Unit Testing for R</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=yVq-b5xHmac">GitHub Copilot in Rstudio, it’s finally here!</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://ellaudet.iq.harvard.edu/correlation">Understanding the Two Characteristics the Correlation Coefficient Captures</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://ropensci.org/blog/2023/09/26/how-to-translate-a-hugo-blog-post-with-babeldown/">How to Translate a Hugo Blog Post with Babeldown</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/10/06/potools-mwe/">How to translate your package’s messages with {potools}</a></p>
</li>
<li>
<p><a href="https://jlaw.netlify.app/2023/09/28/the-most-unexpectedly-good-and-bad-tv-episodes/">The Most Unexpectedly Good and Bad TV Episodes</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W41/unexpectedly_bad_episodes.png" alt="The Most Unexpectedly Good and Bad TV Episodes" /></p>
<ul>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/10/02/r/esgtoolkit-v062">Diffusion models in ESGtoolkit + announcements</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/10/03/R-in-GoogleColab.html">How to use R in Google Colab?</a></p>
</li>
<li>
<p><a href="https://johnmackintosh.net/blog/2023-10-07-checks-and-tests/">checks and {tiny}testing - a quick primer</a></p>
</li>
<li>
<p><a href="https://laustep.github.io/stlahblog/posts/Enneper-checkerboard2.html">Enneper surface with square checkerboard</a></p>
</li>
<li>
<p><a href="https://appsilon.com/extending-shiny-modules-sprout-technique/">Working With Legacy Code: Extending Shiny Modules with the Sprout Technique and Test Driven Development</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-10-03/index.html">Creating Interactive Radar Charts in R with the ‘fmsb’ Library</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://shiny-in-production.jumpingrivers.com/">Shiny In Production: 12-13th October</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.cl/e/latinr-2023-conferencia-latinoamericana-sobre-uso-de-r-en-id-tickets-637517701607">LatinR 2023 - Latin American Conference on the Use of R in R&D: 18th October</a></p>
</li>
<li>
<p><a href="https://r-posts.com/network-analysis-with-r-workshop/">Network Analysis with R workshop: 26th October</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="datasets">Datasets</h3>
<ul>
<li><a href="https://pablobernabeu.github.io/2023/preprocessing-the-norwegian-web-as-corpus-nowac-in-r/">Preprocessing the Norwegian Web as Corpus (NoWaC) in R</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">My new spike map shows the 2022 population density of the Iberian peninsula🇵🇹🇪🇸<a href="https://twitter.com/hashtag/iberia?src=hash&ref_src=twsrc%5Etfw">#iberia</a> <a href="https://twitter.com/hashtag/espa%C3%B1a?src=hash&ref_src=twsrc%5Etfw">#españa</a>🇪🇸 <a href="https://twitter.com/hashtag/Portuguesa?src=hash&ref_src=twsrc%5Etfw">#Portuguesa</a>🇵🇹 <a href="https://twitter.com/hashtag/spain?src=hash&ref_src=twsrc%5Etfw">#spain</a> <a href="https://twitter.com/hashtag/portugal?src=hash&ref_src=twsrc%5Etfw">#portugal</a> <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/DataScience?src=hash&ref_src=twsrc%5Etfw">#DataScience</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://twitter.com/hashtag/datavisualization?src=hash&ref_src=twsrc%5Etfw">#datavisualization</a> <a href="https://twitter.com/hashtag/visualization?src=hash&ref_src=twsrc%5Etfw">#visualization</a> <a href="https://twitter.com/hashtag/mapping?src=hash&ref_src=twsrc%5Etfw">#mapping</a> <a href="https://twitter.com/hashtag/cartography?src=hash&ref_src=twsrc%5Etfw">#cartography</a> <a href="https://twitter.com/hashtag/maps?src=hash&ref_src=twsrc%5Etfw">#maps</a> <a href="https://twitter.com/hashtag/gischat?src=hash&ref_src=twsrc%5Etfw">#gischat</a> <a href="https://twitter.com/hashtag/gis?src=hash&ref_src=twsrc%5Etfw">#gis</a> <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> <a href="https://twitter.com/hashtag/geography?src=hash&ref_src=twsrc%5Etfw">#geography</a> <a href="https://twitter.com/hashtag/population?src=hash&ref_src=twsrc%5Etfw">#population</a> <a href="https://twitter.com/hashtag/world?src=hash&ref_src=twsrc%5Etfw">#world</a> <a href="https://t.co/1lTxMhDzy5">pic.twitter.com/1lTxMhDzy5</a></p>— Milos Makes Maps (@milos_agathon) <a href="https://twitter.com/milos_agathon/status/1710005667690422608?ref_src=twsrc%5Etfw">October 5, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Testing morphing of the fern <a href="https://twitter.com/hashtag/generativeart?src=hash&ref_src=twsrc%5Etfw">#generativeart</a>. With he the magical <a href="https://twitter.com/hashtag/magick?src=hash&ref_src=twsrc%5Etfw">#magick</a> 📦There is so many use case for this! <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/rtistry?src=hash&ref_src=twsrc%5Etfw">#rtistry</a> colors <a href="https://twitter.com/hashtag/wesanderson?src=hash&ref_src=twsrc%5Etfw">#wesanderson</a> BottleRocket/Darjeeling <a href="https://t.co/zG5KD1ZMMj">pic.twitter.com/zG5KD1ZMMj</a></p>— Abiyu Giday (@abiyugiday) <a href="https://twitter.com/abiyugiday/status/1705656600319361100?ref_src=twsrc%5Etfw">September 23, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">New paper! 📈<br />Why do kids born into poverty in rural areas climb the income ladder at higher rates than their urban peers? Answer: rural boys, who benefit from life in small places with more two-parent households.<a href="https://t.co/yBObBQHX2S">https://t.co/yBObBQHX2S</a><a href="https://twitter.com/hashtag/AcademicTwitter?src=hash&ref_src=twsrc%5Etfw">#AcademicTwitter</a> <a href="https://twitter.com/hashtag/EconTwitter?src=hash&ref_src=twsrc%5Etfw">#EconTwitter</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> 1/8 <a href="https://t.co/SidcGJnUSv">pic.twitter.com/SidcGJnUSv</a></p>— Dylan Connor (@Dylligent) <a href="https://twitter.com/Dylligent/status/1709977366880260582?ref_src=twsrc%5Etfw">October 5, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">💡Use stringr::str_detect() to detect a matching string pattern.<br /><br />🔎 More on str_detect: <a href="https://t.co/sVuhvzWDm8">https://t.co/sVuhvzWDm8</a><br /><br />🌊🐄 More on dugongs: <a href="https://t.co/JWj7WeQm9Y">https://t.co/JWj7WeQm9Y</a><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/RTZuVxkcMF">pic.twitter.com/RTZuVxkcMF</a></p>— Allison Horst (@allison_horst) <a href="https://twitter.com/allison_horst/status/1708191890531913859?ref_src=twsrc%5Etfw">September 30, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W40 zoomerjoin, typewriter-style plots, system dependencies2023-10-02T00:00:00+00:00https://rweekly.org/2023-W40
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/R_by_Ryo">Ryo Nakagawara</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li><a href="https://github.com/beniaminogreen/zoomerjoin">{zoomerjoin} 0.1.0</a>: Superlatively-fast fuzzy-joins in R.</li>
<li><a href="https://nrennie.rbind.io/blog/creating-typewriter-maps-r/">Creating typewriter-styled maps in {ggplot2}</a></li>
<li><a href="https://blog.r-hub.io/2023/09/26/system-dependency/">System Dependencies in R Packages & Automatic Testing</a></li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/09/25/empowering-healthcare-with-r-javier-orraca-deatcus-journey-from-finance-to-predictive-health-models">Empowering Healthcare with R: Javier Orraca-Deatcu’s Journey from Finance to Predictive Health Models</a></p>
</li>
<li>
<p><a href="https://blog.r-hub.io/2023/09/26/system-dependency/">System Dependencies in R Packages & Automatic Testing</a></p>
</li>
<li>
<p><a href="https://adisarid.github.io/post/insights-from-posit-conf-2023/">Insights from Posit::conf(2023)</a></p>
</li>
<li>
<p><a href="https://www.jsinr.me/2023/10/01/gics-tree-in-browser/">shinylive GICS Tree</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://gsverhoeven.github.io/post/blood-bowl-super-league/">The Super League: Tournament Blood Bowl online</a></p>
</li>
<li>
<p><a href="http://freerangestats.info/blog/2023/09/30/mvi">The UN’s proposed Multidimensional Vulnerability Index</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-10-02/un-vulnerability-index.png" alt="" /></p>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://journal.r-project.org/issues/2023-1/">The R Journal: Volum 15/1</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://github.com/MichaelChirico/r-mailing-list-archive">Plaintext back-up of r-devel and r-package-devel archives</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=tramicp">{tramicp} 0.0-1</a>: Model-Based Causal Feature Selection for General Response Types</li>
<li><a href="https://cran.r-project.org/package=regcensus">{regcensus} 1.0.0</a>: Accessing Data from the ‘RegCensusAPI’</li>
<li><a href="https://cran.r-project.org/package=plgraphics">{plgraphics} 1.2</a>: User Oriented Plotting Functions</li>
<li><a href="https://cran.r-project.org/package=hydroloom">{hydroloom} 1.0.0</a>: Utilities to Weave Hydrologic Fabrics</li>
<li><a href="https://cran.r-project.org/package=CustomDerivative">{CustomDerivative} 0.1.0</a>: Pricing Various Types of Custom Derivatives</li>
<li><a href="https://cran.r-project.org/package=phytoclass">{phytoclass} 1.0.0</a>: Estimate Chla Biomass of Phytoplankton Groups</li>
<li><a href="https://cran.r-project.org/package=h3r">{h3r} 0.1.0</a>: Hexagonal Hierarchical Geospatial Indexing System</li>
<li><a href="https://cran.r-project.org/package=papaja">{papaja} 0.1.2</a>: Prepare American Psychological Association Journal Articles with
R Markdown</li>
<li><a href="https://cran.r-project.org/package=viraldomain">{viraldomain} 0.0.1</a>: Applicability Domain Methods of Viral Load and CD4 Lymphocytes</li>
<li><a href="https://cran.r-project.org/package=Colossus">{Colossus} 0.9.3</a>: Risk Model Regression and Analysis with Complex Non-Linear
Models</li>
<li><a href="https://cran.r-project.org/package=Rpdb">{Rpdb} 2.3.4</a>: Read, Write, Visualize and Manipulate PDB Files</li>
<li><a href="https://cran.r-project.org/package=RaschSampler">{RaschSampler} 0.8-10</a>: Rasch Sampler</li>
<li><a href="https://cran.r-project.org/package=dwdradar">{dwdradar} 0.2.10</a>: Read Binary Radar Files from ‘DWD’ (German Weather Service)</li>
<li><a href="https://cran.r-project.org/package=adestr">{adestr} 0.5.0</a>: Estimation in Optimal Adaptive Two-Stage Designs</li>
<li><a href="https://cran.r-project.org/package=qwalkr">{qwalkr} 0.1.0</a>: Handle Continuous-Time Quantum Walks with R</li>
<li><a href="https://cran.r-project.org/package=nolock">{nolock} 1.0.4</a>: Append ‘WITH (NOLOCK)’ to ‘SQL’ Queries</li>
<li><a href="https://cran.r-project.org/package=emuR">{emuR} 2.4.1</a>: Main Package of the EMU Speech Database Management System</li>
<li><a href="https://cran.r-project.org/package=anomalize">{anomalize} 0.2.4</a>: Tidy Anomaly Detection</li>
<li><a href="https://cran.r-project.org/package=ExtremalDep">{ExtremalDep} 0.0.4-1</a>: Extremal Dependence Models</li>
<li><a href="https://cran.r-project.org/package=hydflood">{hydflood} 0.5.6</a>: Flood Extents and Durations along the Rivers Elbe and Rhine</li>
<li><a href="https://cran.r-project.org/package=highlighter">{highlighter} 0.1</a>: Code Syntax Highlighting using the ‘Prism.js’ Library
Ex-Gaussian Estimation</li>
<li><a href="https://cran.r-project.org/package=NTS">{NTS} 1.1.3</a>: Nonlinear Time Series Analysis</li>
<li><a href="https://cran.r-project.org/package=changepoint.geo">{changepoint.geo} 1.0.2</a>: Geometrically Inspired Multivariate Changepoint Detection</li>
<li><a href="https://cran.r-project.org/package=SNSFdatasets">{SNSFdatasets} 0.1.0</a>: Download Datasets from the Swiss National Science Foundation
(SNF, FNS, SNSF)</li>
<li><a href="https://cran.r-project.org/package=occumb">{occumb} 1.0.1</a>: Site Occupancy Modeling for Environmental DNA Metabarcoding</li>
<li><a href="https://cran.r-project.org/package=MGPSDK">{MGPSDK} 1.0.0</a>: Interact with the Maxar ‘MGP’ Application Programming Interfaces</li>
<li><a href="https://cran.r-project.org/package=LAIr">{LAIr} 0.1.0</a>: Converting NDVI to LAI of Field, Proximal and Satellite Data</li>
<li><a href="https://cran.r-project.org/package=JointFPM">{JointFPM} 1.0.0</a>: A Parametric Model for Estimating the Mean Number of Events</li>
<li><a href="https://cran.r-project.org/package=cookiemonster">{cookiemonster} 0.0.1</a>: Your Friendly Solution to Managing Browser Cookies</li>
<li><a href="https://cran.r-project.org/package=Rpadrino">{Rpadrino} 0.0.5</a>: Interact with the ‘PADRINO’ IPM Database</li>
<li><a href="https://cran.r-project.org/package=RWgraph">{RWgraph} 1.0.0</a>: Random Walks on Graphs Representing a Transactional Network</li>
<li><a href="https://cran.r-project.org/package=modelbpp">{modelbpp} 0.1.2</a>: Model BIC Posterior Probability</li>
<li><a href="https://cran.r-project.org/package=chem.databases">{chem.databases} 1.0.0</a>: Collection of 3 Chemical Databases from Public Sources</li>
<li><a href="https://cran.r-project.org/package=allometric">{allometric} 1.4.1</a>: Structured Allometric Models for Trees</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/morrisLuke/quart_borg">quart_borg slide theme</a>: Mork Borg-inspired slide theme for Quarto/Reveal.js slides.</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-10-02/morkborg-quart.png" alt="" /></p>
<ul>
<li><a href="https://github.com/yutannihilation/savvy/">{savvy}</a>: An unfriendly R extension interface using Rust.</li>
<li><a href="https://github.com/beniaminogreen/zoomerjoin">{zoomerjoin} 0.1.0</a>: Superlatively-fast fuzzy-joins in R.</li>
<li><a href="https://github.com/coolbutuseless/c64vice">{c64vice} 0.1.0</a>: Command a running VICE c64 emulator instance from R.</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=import">{import} 1.3.1</a>: An Import Mechanism for R.</li>
<li><a href="https://cran.r-project.org/package=nestedmodels">{nestedmodels} 1.1.0</a>: Tidy Modelling for Nested Data - <a href="https://diffify.com/R/nestedmodels">diffify</a></li>
<li><a href="https://cran.r-project.org/package=timsac">{timsac} 1.3.8-4</a>: Time Series Analysis and Control Package - <a href="https://diffify.com/R/timsac">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lambdr">{lambdr} 1.2.4</a>: Create a Runtime for Serving Containerised R Functions on ‘AWS
Lambda’ - <a href="https://diffify.com/R/lambdr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=birdring">{birdring} 1.5</a>: Methods to Analyse Ring Re-Encounter Data - <a href="https://diffify.com/R/birdring">diffify</a></li>
<li><a href="https://cran.r-project.org/package=treemapify">{treemapify} 2.5.6</a>: Draw Treemaps in ‘ggplot2’ - <a href="https://diffify.com/R/treemapify">diffify</a></li>
<li><a href="https://cran.r-project.org/package=reporter">{reporter} 1.4.2</a>: Creates Statistical Reports - <a href="https://diffify.com/R/reporter">diffify</a></li>
<li><a href="https://cran.r-project.org/package=markdown">{markdown} 1.9</a>: Render Markdown with ‘commonmark’ - <a href="https://diffify.com/R/markdown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=alakazam">{alakazam} 1.3.0</a>: Immunoglobulin Clonal Lineage and Diversity Analysis - <a href="https://diffify.com/R/alakazam">diffify</a></li>
<li><a href="https://cran.r-project.org/package=weyl">{weyl} 0.0-4</a>: The Weyl Algebra - <a href="https://diffify.com/R/weyl">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crosstalkr">{crosstalkr} 1.0.4</a>: Analysis of Graph-Structured Data with a Focus on
Protein-Protein Interaction Networks - <a href="https://diffify.com/R/crosstalkr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tinytex">{tinytex} 0.47</a>: Helper Functions to Install and Maintain TeX Live, and Compile
LaTeX Documents - <a href="https://diffify.com/R/tinytex">diffify</a></li>
<li><a href="https://cran.r-project.org/package=soundgen">{soundgen} 2.6.1</a>: Sound Synthesis and Acoustic Analysis - <a href="https://diffify.com/R/soundgen">diffify</a></li>
<li><a href="https://cran.r-project.org/package=logitr">{logitr} 1.1.1</a>: Logit Models w/Preference & WTP Space Utility Parameterizations - <a href="https://diffify.com/R/logitr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=GET">{GET} 0.5</a>: Global Envelopes - <a href="https://diffify.com/R/GET">diffify</a></li>
<li><a href="https://cran.r-project.org/package=billboarder">{billboarder} 0.4.1</a>: Create Interactive Chart with the JavaScript ‘Billboard’ Library - <a href="https://diffify.com/R/billboarder">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sMSROC">{sMSROC} 0.1.1</a>: Assessment of Diagnostic and Prognostic Markers - <a href="https://diffify.com/R/sMSROC">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pirouette">{pirouette} 1.6.8</a>: Create a Bayesian Posterior from a Phylogeny - <a href="https://diffify.com/R/pirouette">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ftExtra">{ftExtra} 0.6.1</a>: Extensions for ‘Flextable’ - <a href="https://diffify.com/R/ftExtra">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pald">{pald} 0.0.3</a>: Partitioned Local Depth for Community Structure in Data - <a href="https://diffify.com/R/pald">diffify</a></li>
<li><a href="https://cran.r-project.org/package=makePalette">{makePalette} 0.1.2</a>: Make Palette - <a href="https://diffify.com/R/makePalette">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tensorflow">{tensorflow} 2.14.0</a>: R Interface to ‘TensorFlow’ - <a href="https://diffify.com/R/tensorflow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=wikiprofiler">{wikiprofiler} 0.1.3</a>: ‘WikiPathway’ Based Data Integration and Visualization - <a href="https://diffify.com/R/wikiprofiler">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nutrition">{nutrition} 1.1.0</a>: Useful Functions for People on a Diet - <a href="https://diffify.com/R/nutrition">diffify</a></li>
<li><a href="https://cran.r-project.org/package=learnr">{learnr} 0.11.5</a>: Interactive Tutorials for R - <a href="https://diffify.com/R/learnr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mlflow">{mlflow} 2.7.1</a>: Interface to ‘MLflow’ - <a href="https://diffify.com/R/mlflow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=metafor">{metafor} 4.4-0</a>: Meta-Analysis Package for R - <a href="https://diffify.com/R/metafor">diffify</a></li>
<li><a href="https://cran.r-project.org/package=coin">{coin} 1.4-3</a>: Conditional Inference Procedures in a Permutation Test Framework - <a href="https://diffify.com/R/coin">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bruceR">{bruceR} 2023.9</a>: Broadly Useful Convenient and Efficient R Functions - <a href="https://diffify.com/R/bruceR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pirouette">{pirouette} 1.6.8</a>: Create a Bayesian Posterior from a Phylogeny - <a href="https://diffify.com/R/pirouette">diffify</a></li>
<li><a href="https://cran.r-project.org/package=optimizeR">{optimizeR} 0.3.3</a>: Unified Framework for Numerical Optimizers - <a href="https://diffify.com/R/optimizeR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lubridate">{lubridate} 1.9.3</a>: Make Dealing with Dates a Little Easier - <a href="https://diffify.com/R/lubridate">diffify</a></li>
<li><a href="https://cran.r-project.org/package=icecream">{icecream} 0.2.1</a>: Print Debugging Made Sweeter - <a href="https://diffify.com/R/icecream">diffify</a></li>
<li><a href="https://cran.r-project.org/package=codecountR">{codecountR} 0.0.3.1</a>: Counting Codes in a Text and Preparing Data for Analysis - <a href="https://diffify.com/R/codecountR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=activity">{activity} 1.3.4</a>: Animal Activity Statistics - <a href="https://diffify.com/R/activity">diffify</a></li>
<li><a href="https://cran.r-project.org/package=robustHD">{robustHD} 0.8.0</a>: Robust Methods for High-Dimensional Data - <a href="https://diffify.com/R/robustHD">diffify</a></li>
<li><a href="https://cran.r-project.org/package=dbplyr">{dbplyr} 2.3.4</a>: A ‘dplyr’ Back End for Databases - <a href="https://diffify.com/R/dbplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=virtualspecies">{virtualspecies} 1.6</a>: Generation of Virtual Species Distributions - <a href="https://diffify.com/R/virtualspecies">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tidycensus">{tidycensus} 1.5</a>: Load US Census Boundary and Attribute Data as ‘tidyverse’ and
‘sf’-Ready Data Frames - <a href="https://diffify.com/R/tidycensus">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mockery">{mockery} 0.4.4</a>: Mocking Library for R - <a href="https://diffify.com/R/mockery">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mlpack">{mlpack} 4.2.1</a>: ‘Rcpp’ Integration for the ‘mlpack’ Library - <a href="https://diffify.com/R/mlpack">diffify</a></li>
<li><a href="https://cran.r-project.org/package=colouR">{colouR} 0.1.1</a>: Create Colour Palettes from Images - <a href="https://diffify.com/R/colouR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bulkreadr">{bulkreadr} 1.0.0</a>: The Ultimate Tool for Reading Data in Bulk - <a href="https://diffify.com/R/bulkreadr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=withr">{withr} 2.5.1</a>: Run Code ‘With’ Temporarily Modified Global State - <a href="https://diffify.com/R/withr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.10.2</a>: NNG (Nanomsg Next Gen) Lightweight Messaging Library - <a href="https://diffify.com/R/nanonext">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gert">{gert} 2.0.0</a>: Simple Git Client for R - <a href="https://diffify.com/R/gert">diffify</a></li>
<li><a href="https://cran.r-project.org/package=BAwiR">{BAwiR} 1.3</a>: Analysis of Basketball Data - <a href="https://diffify.com/R/BAwiR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tesseract">{tesseract} 5.2.0</a>: Open Source OCR Engine - <a href="https://diffify.com/R/tesseract">diffify</a></li>
<li><a href="https://cran.r-project.org/package=psych">{psych} 2.3.9</a>: Procedures for Psychological, Psychometric, and Personality
Research - <a href="https://diffify.com/R/psych">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ssh">{ssh} 0.9.0</a>: Secure Shell (SSH) Client for R - <a href="https://diffify.com/R/ssh">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rsvg">{rsvg} 2.5.0</a>: Render SVG Images into PDF, PNG, (Encapsulated) PostScript, or
Bitmap Arrays - <a href="https://diffify.com/R/rsvg">diffify</a></li>
<li><a href="https://cran.r-project.org/package=protolite">{protolite} 2.3.0</a>: Highly Optimized Protocol Buffer Serializers - <a href="https://diffify.com/R/protolite">diffify</a></li>
<li><a href="https://cran.r-project.org/package=magick">{magick} 2.8.0</a>: Advanced Graphics and Image-Processing in R - <a href="https://diffify.com/R/magick">diffify</a></li>
<li><a href="https://cran.r-project.org/package=av">{av} 0.8.5</a>: Working with Audio and Video in R - <a href="https://diffify.com/R/av">diffify</a></li>
<li><a href="https://cran.r-project.org/package=autostsm">{autostsm} 3.1.2</a>: Automatic Structural Time Series Models - <a href="https://diffify.com/R/autostsm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pgmm">{pgmm} 1.2.7</a>: Parsimonious Gaussian Mixture Models - <a href="https://diffify.com/R/pgmm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pdftools">{pdftools} 3.4.0</a>: Text Extraction, Rendering and Converting of PDF Documents - <a href="https://diffify.com/R/pdftools">diffify</a></li>
<li><a href="https://cran.r-project.org/package=openssl">{openssl} 2.1.1</a>: Toolkit for Encryption, Signatures and Certificates Based on
OpenSSL - <a href="https://diffify.com/R/openssl">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tidyclust">{tidyclust} 0.2.0</a>: A Common API to Clustering - <a href="https://diffify.com/R/tidyclust">diffify</a></li>
<li><a href="https://cran.r-project.org/package=opencv">{opencv} 0.3.0</a>: Bindings to ‘OpenCV’ Computer Vision Library - <a href="https://diffify.com/R/opencv">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=xofeRPYjGkQ">Bootstrap confidence intervals for how often Roy Kent says “F*CK”</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=mxBR2IWtbAA">R Packages - Feeling a little Testy: TidyX Episode 159</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://github.com/mtkonczal/BEA-PCE-Inflation-Analysis">Monthly analysis of PCE Inflation</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.jla-data.net/eng/2023-05-10-spatial-neighborhoods-in-r/">Creating contiguity and weight matrices in R using a {spdep} approach</a></p>
</li>
<li>
<p><a href="https://stubner.me/2023/09/using-dqrng-as-user-supplied-rng/">Using dqrng as user-supplied RNG</a></p>
</li>
<li>
<p><a href="https://www.rdatagen.net/post/2023-09-26-nice-looking-table-1-with-standardized-mean-difference/">Creating a nice looking Table 1 with standardized mean differences</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/09/29/three-functions/">3 R functions that I enjoy</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/creating-typewriter-maps-r/">Creating typewriter-styled maps in {ggplot2}</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-10-02/typography-cartography.png" alt="" /></p>
<ul>
<li><a href="http://blog.schochastics.net/post/adar-an-accurate-fast-and-whatwg-compliant-url-parser/">adaR: An accurate, fast and WHATWG-compliant URL parser</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<ul>
<li><a href="https://uu.varbi.com/en/what:job/jobID:662317/type:job/where:4/apply:1">Statistician in psychiatric epidemiology - Uppsala University</a></li>
</ul>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Lighthouses of the United Kingdom. I rather like how this turned out. And it didn't take 42 hours. 😅 <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/jEnHHFJ8W0">pic.twitter.com/jEnHHFJ8W0</a></p>— tterence on bsky (@researchremora) <a href="https://twitter.com/researchremora/status/1706736888512405744?ref_src=twsrc%5Etfw">September 26, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W39 Posit Conf(2023), Nix, Snap Slides & Raster Processing2023-09-25T00:00:00+00:00https://rweekly.org/2023-W39
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://batool-almarzouq.netlify.app/">Batool Almarzouq</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://jillymackay.com/post/positconf2023/">Reflections on posit conf(2023)</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-09-20-nix_for_r_part6/">Reproducible data science with Nix, part 6 – CI/CD has never been easier</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/snap-slides/">Snap Slides: a Lightweight HTML Presentation Framework</a></p>
</li>
<li>
<p><a href="https://www.r-spatial.org//r/2023/09/21/stars-parallel.html">Parallel raster processing in stars</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/09/21/benchmark.html">Benchmark of R file formats using rio and friends</a></p>
</li>
<li>
<p><a href="https://cloudnativegeo.org/blog/2023/09/cloud-native-geospatial-if-you-dont-speak-snake">Cloud-Native Geospatial If You Don’t Speak Snake</a></p>
</li>
</ul>
<p><img width="581" alt="Screenshot" src="https://github.com/rweekly/rweekly.org/assets/53487593/ae345d85-1baa-410d-aeb9-c3b8c8f2f3b3" /></p>
<ul>
<li>
<p><a href="https://r.iresmi.net/posts/2023/mountains/index.html">Mountains</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/fast_remote_parquet/index.html">Fast remote parquet</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/row-means-in-r-calculating-row-averages/">Row Means in R: Calculating Row Averages with Ease</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/09/19#rcppint64_0.0.3">RcppInt64 0.0.3 on CRAN: Now with <code>nanotime</code> Support</a></p>
</li>
<li>
<p><a href="https://jillymackay.com/post/positconf2023/">Reflections on posit conf(2023)</a></p>
</li>
<li>
<p><a href="https://realworlddatascience.net/viewpoints/editors-blog/posts/2023/09/19/positconf-blog.html">Live from Chicago: Real World Data Science at posit::conf(2023)</a></p>
</li>
</ul>
<p><img width="736" alt="Screenshot" src="https://github.com/rweekly/rweekly.org/assets/53487593/f8883f37-badf-4354-9376-0dce1819fcd0" /></p>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://blog.ephorie.de/confidence-intervals-in-election-polling-understanding-the-uncertainty-of-political-forecasting?utm_source=rss&utm_medium=rss&utm_campaign=confidence-intervals-in-election-polling-understanding-the-uncertainty-of-political-forecasting">Confidence Intervals in Election Polling: Understanding the Uncertainty of Political Forecasting</a></p>
</li>
<li>
<p><a href="https://nc233.com/2023/09/rugby-world-cup-explainer-using-data/">Rugby World Cup explainer using data</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://www.andrewheiss.com/blog/2023/09/18/understanding-dirichlet-beta-intuition/">Guide to understanding the intuition behind the Dirichlet distribution</a>: Learn about the Dirichlet distribution and explore how it’s just a fancier version of the Beta distribution</li>
</ul>
<p><img src="https://github.com/rweekly/rweekly.org/assets/73663/609a87ec-beab-44a8-b762-84403035518c" alt="plot-ternary-3-7-2-1" /></p>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://www.emilhvitfeldt.com/talk/2023-09-19-quarto-theming-positconf/">Styling and Templating Quarto Documents</a></p>
<p><img width="787" alt="Screenshot" src="https://github.com/rweekly/rweekly.org/assets/53487593/1be08425-6fa9-4d38-85a1-01ebf5005581" /></p>
</li>
<li>
<p><a href="https://gws.quarto.pub/introduction-to-webr-2023/#/title-slide">Magic with WebAssembly and webR</a></p>
</li>
<li>
<p><a href="https://github.com/jennybc/jeremy-howard-posit-conf-2023">The notebook seen in Jeremy Howard’s keynote at posit::conf(2023)</a></p>
</li>
<li>
<p><a href="https://gws.quarto.pub/introduction-to-webr-2023/#/title-slide">Introduction to webR</a></p>
<p><img width="1039" alt="Screenshot" src="https://github.com/rweekly/rweekly.org/assets/53487593/08028fcd-b3fa-4135-9ca0-95c82b44c5a6" /></p>
</li>
<li>
<p><a href="https://jadeynryan.github.io/2023_posit-parameterized-quarto/#/title-slide">Parameterized Quarto reports improve understanding of soil health</a></p>
</li>
<li>
<p><a href="https://meghansaha.github.io/a_case_for_genart/#/title-slide">It’s All About Perspective, Making A Case for Generative Art</a></p>
<p><img width="792" alt="Screenshot 2023-09-26 at 07 08 58" src="https://github.com/rweekly/rweekly.org/assets/53487593/3229fc0f-55b0-4d26-9d89-b0066784bbd2" /></p>
</li>
<li>
<p><a href="https://assets.thecoatlessprofessor.com/talks/quarto-webr-posit-conf-23-talk.pdf">Empowering Educators and Researchers with Interactive Quarto Documents Using webR</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/all-projects/call-for-proposals">GitHub Copilot in RStudio, it’s finally here!</a></p>
</li>
<li>
<p><a href="https://rstudio-conf-2022.github.io/ggplot2-graphic-design/">Graphic Design with ggplot2 by Cédric Scherer- Updated</a></p>
</li>
<li>
<p><a href="https://practical-stats-med-r.netlify.app/">Practical Statistics in Medicine with R</a></p>
</li>
<li>
<p><a href="https://github.com/fontikar/posit-conf2023-talk/blob/master/FK_posit_conf_19Sept_2023.pdf">Field Guide to Writing Your First R package</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=newscatcheR">{newscatcheR} 0.0.1</a>: Programmatically Collect Normalized News from (Almost) Any Website</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=mirai">{mirai} 0.10.0</a>: Minimalist Async Evaluation Framework for R.</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.3.0</a>: Make ‘Mirai’ ‘Promises’ in Shiny and Plumber Pipelines.</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pavo">{pavo} 2.9.0</a>: Perceptual Analysis, Visualization and Organization of Spectral
Colour Data - <a href="https://diffify.com/R/pavo">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=checkdown">{checkdown} 0.0.10</a>: Check-Fields and Check-Boxes for ‘rmarkdown’ - <a href="https://diffify.com/R/checkdown">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rtsplot">{rtsplot} 0.1.5</a>: Time Series Plot - <a href="https://diffify.com/R/rtsplot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=panelView">{panelView} 1.1.17</a>: Visualizing Panel Data - <a href="https://diffify.com/R/panelView">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=blastula">{blastula} 0.3.4</a>: Easily Send HTML Email Messages - <a href="https://diffify.com/R/blastula">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=forestploter">{forestploter} 1.1.1</a>: Create Flexible Forest Plot - <a href="https://diffify.com/R/forestploter">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=consort">{consort} 1.2.1</a>: Create Consort Diagram - <a href="https://diffify.com/R/consort">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=RcppColors">{RcppColors} 0.5.0</a>: Color Mappings and ‘C++’ Header Files for Color Conversion - <a href="https://diffify.com/R/RcppColors">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=easy.utils">{easy.utils} 0.0.2</a>: Frequently Used Functions for Easy R Programming - <a href="https://diffify.com/R/easy.utils">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=vdiffr">{vdiffr} 1.0.7</a>: Visual Regression Testing and Graphical Diffing - <a href="https://diffify.com/R/vdiffr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pkgload">{pkgload} 1.3.3</a>: Simulate Package Installation and Attach - <a href="https://diffify.com/R/pkgload">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tabr">{tabr} 0.4.9</a>: Music Notation Syntax, Manipulation, Analysis and Transcription
in R - <a href="https://diffify.com/R/tabr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=geobr">{geobr} 1.8.1</a>: Download Official Spatial Data Sets of Brazil - <a href="https://diffify.com/R/geobr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=romic">{romic} 1.1.3</a>: R for High-Dimensional Omic Data - <a href="https://diffify.com/R/romic">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggstatsplot">{ggstatsplot} 0.12.1</a>: ‘ggplot2’ Based Plots with Statistical Details - <a href="https://diffify.com/R/ggstatsplot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=echarty">{echarty} 1.6.0</a>: Minimal R/Shiny Interface to JavaScript Library ‘ECharts’ - <a href="https://diffify.com/R/echarty">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ottrpal">{ottrpal} 1.2</a>: Companion Tools for Open-Source Tools for Training Resources
(OTTR) - <a href="https://diffify.com/R/ottrpal">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=connectwidgets">{connectwidgets} 0.2.1</a>: Organize and Curate Your Content Within ‘Posit Connect’ - <a href="https://diffify.com/R/connectwidgets">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=harmony">{harmony} 1.0.1</a>: Fast, Sensitive, and Accurate Integration of Single Cell Data - <a href="https://diffify.com/R/harmony">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=zen4R">{zen4R} 0.9</a>: Interface to ‘Zenodo’ REST API - <a href="https://diffify.com/R/zen4R">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=BGmisc">{BGmisc} 1.0</a>: An R Package for Extended Behavior Genetics Analysis - <a href="https://diffify.com/R/BGmisc">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggblanket">{ggblanket} 5.1.0</a>: Simplify ‘ggplot2’ Visualisation - <a href="https://diffify.com/R/ggblanket">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=graphlayouts">{graphlayouts} 1.0.1</a>: Additional Layout Algorithms for Network Visualizations - <a href="https://diffify.com/R/graphlayouts">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=editbl">{editbl} 0.9.6</a>: ‘DT’ Extension for CRUD (Create, Read, Update, Delete)
Applications in ‘shiny’ - <a href="https://diffify.com/R/editbl">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=renv">{renv} 1.0.3</a>: Project Environments - <a href="https://diffify.com/R/renv">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=quarto">{quarto} 1.3</a>: R Interface to ‘Quarto’ Markdown Publishing System - <a href="https://diffify.com/R/quarto">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=netplot">{netplot} 0.2-0</a>: Beautiful Graph Drawing - <a href="https://diffify.com/R/netplot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=DEPONS2R">{DEPONS2R} 1.2.2</a>: Read, Plot and Analyse Output from the DEPONS Model - <a href="https://diffify.com/R/DEPONS2R">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://www.r-consortium.org/announcement/2023/09/19/a-continental-movement-latinr-event-is-face-to-face-in-montevideo-uruguay-this-year">A Continental Movement: LatinR Event is Face-to-Face in Montevideo, Uruguay This Year</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://tonyelhabr.rbind.io/posts/probability-calibration/">Calibrating Binary Probabilities</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-09-20-nix_for_r_part6/">Reproducible data science with Nix, part 6 – CI/CD has never been easier</a></p>
<p><img width="395" alt="Screenshot" src="https://github.com/rweekly/rweekly.org/assets/53487593/f0c0637a-8d5a-4c3d-b64c-de3bfd1d63ef" /></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/snap-slides/">Snap Slides: a Lightweight HTML Presentation Framework</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/fuse-search/">Add Client-side Searching via Fuse.js to Static Sites</a></p>
</li>
<li>
<p><a href="https://www.r-spatial.org//r/2023/09/21/stars-parallel.html">Parallel raster processing in stars</a></p>
</li>
<li>
<p><a href="http://freerangestats.info/blog/2023/09/23/circle">Finding a circle in a chart by @ellis2013nz</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p><a href="https://www.r-consortium.org/all-projects/call-for-proposals">The 2023 ISC Grant Program</a></p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://hopin.com/events/r-pharma-2023/registration"> R in Pharma 2023 Registration is Open</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Mark your calendars! The final call for the RUGS grant opportunity is approaching fast - The deadline is September 30th, 2023. Everything you need to know is right here: <a href="https://t.co/1MS9KNBecZ">https://t.co/1MS9KNBecZ</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/opensource?src=hash&ref_src=twsrc%5Etfw">#opensource</a> <a href="https://twitter.com/hashtag/RLadiesSaoPaulo?src=hash&ref_src=twsrc%5Etfw">#RLadiesSaoPaulo</a> <a href="https://t.co/DjoU0o1oH9">pic.twitter.com/DjoU0o1oH9</a></p>— R Consortium (@RConsortium) <a href="https://twitter.com/RConsortium/status/1705288353258570084?ref_src=twsrc%5Etfw">September 22, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Got a request for this one on my website, curious how y'all feel about the border lines and country annotations?<a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> + <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> <a href="https://t.co/51Es5BYyNs">pic.twitter.com/51Es5BYyNs</a></p>— Spencer Schien (@MrPecners) <a href="https://twitter.com/MrPecners/status/1704269255531770244?ref_src=twsrc%5Etfw">September 19, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">What is the most difficult part of becoming a data scientist? <br /><br />I’ve had to battle through each of these. <br /><br />And here are 3 tips that worked for me. 🧵<a href="https://twitter.com/hashtag/datascience?src=hash&ref_src=twsrc%5Etfw">#datascience</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/python?src=hash&ref_src=twsrc%5Etfw">#python</a> <a href="https://t.co/zw0Lm7MiW5">pic.twitter.com/zw0Lm7MiW5</a></p>— Matt Dancho (Business Science) (@mdancho84) <a href="https://twitter.com/mdancho84/status/1705244385393147918?ref_src=twsrc%5Etfw">September 22, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Error messages can be so cruel 😭 <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/7cCi94Abdy">pic.twitter.com/7cCi94Abdy</a></p>— Mike Kearney📊 (@kearneymw) <a href="https://twitter.com/kearneymw/status/1704622249146290286?ref_src=twsrc%5Etfw">September 20, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W38 rio 1.0.0, Yihui's interview, Open Source in Pharma2023-09-18T00:00:00+00:00https://rweekly.org/2023-W38
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://github.com/parmsam">Sam Parmar</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/09/15/riogesistsa.html">rio 1.0.0</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/jp-sarah-interview/">An Interview of Me by JP and Sarah</a></p>
</li>
<li>
<p><a href="https://appsilon.com/r-shiny-pharma-open-source/">How Open Source (R and Shiny) Is Transforming Processes in the Pharmaceutical Industry</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/09/11/readods21.html">readODS 2.1.0</a></p>
</li>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/09/15/riogesistsa.html">rio 1.0.0</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/merge-blockquotes/">Merge Consecutive Blockquotes in Markdown</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/auto-fullwidth/">Make HTML Elements Full-width Automatically via JavaScript and CSS</a></p>
</li>
<li>
<p><a href="https://appsilon.com/state-of-shiny-2023-download-report/">State of Shiny 2023 – Download Report</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W38/StateOfShiny_600.png" alt="" /></p>
<ul>
<li><a href="https://www.rebeccabarter.com/blog/2023-09-11-from_r_to_python">An introduction to Python for R Users</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W38/rubaitul-azad-ZIPFteu-R8k-unsplash_600.jpg" alt="" /></p>
<ul>
<li><a href="https://boiled-data.github.io/ClassificationDiabetes.html">Tidymodels Machine Learning: Diabetes Classification</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://posit.co/blog/reporting-on-nyc-taxi-data-with-rstudio-and-databricks/">Crossing Bridges: Reporting on NYC taxi data with RStudio and Databricks</a></p>
</li>
<li>
<p><a href="https://boilingsteam.com/a-tale-of-outage-and-revival/">A Tale of Outage and Revival: Building a Static Site Generator in R</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/posit-conf-2023/">posit::conf(2023)</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/09/13/utilizing-r-for-reproducible-open-science-research-in-tucson-arizona">Utilizing R for Reproducible Open Science Research in Tucson, Arizona</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2023/09/11/first-publicly-available-r-based-submission-package-submitted-to-fda-pilot-3">First Publicly Available R-Based Submission Package Submitted to FDA (Pilot 3)</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/jp-sarah-interview/">An Interview of Me by JP and Sarah</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/09/12#rcppint64_0.0.2">RcppInt64 0.0.2 on CRAN: Small Update</a></p>
</li>
<li>
<p><a href="https://jonathankitt.netlify.app/posts/2023-09-12-tt-global-human-day/index.html">#TidyTuesday 2023 - Week 37</a></p>
</li>
<li>
<p><a href="https://appsilon.com/appsilons-top-10-sessions-to-check-out-at-positconf-2023/?utm_source=x&utm_medium=post-blog&utm_campaign=posit-conf">Appsilon’s Top 10 Sessions to Check Out at posit::conf 2023</a></p>
</li>
<li>
<p><a href="https://appsilon.com/r-shiny-pharma-open-source/">How Open Source (R and Shiny) Is Transforming Processes in the Pharmaceutical Industry</a></p>
</li>
<li>
<p><a href="https://appsilon.com/machine-learning-data-in-life-sciences-with-shiny/">Exploring Machine Learning-Derived Data in Life Sciences with Shiny Applications</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W38/Exploring_ML_Pharma_600.png" alt="" /></p>
<ul>
<li><a href="https://ropensci.org/blog/2023/09/15/r-universe-stars-5-en/">Meeting the Stars of the R-Universe: The R-Universe Against Diseases</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.youtube.com/live/t33dS17QHuA?si=xUVipu3GaAXOtd8P">Novo Nordisk’s Journey to an R based FDA Submission</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://haswal.github.io/pivot/">How pivot_longer() works</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=ggRtsy">{ggRtsy} 0.1.0</a>: Add Some Van Gogh Colors and Overlay Colors on Your ‘ggplot()’</li>
<li><a href="https://cran.r-project.org/package=datasetjson">{datasetjson} 0.0.1</a>: Read and Write CDISC Dataset JSON Files</li>
<li><a href="https://cran.r-project.org/package=clustlearn">{clustlearn} 1.0.0</a>: Learn Clustering Techniques Through Examples and Code</li>
<li><a href="https://cran.r-project.org/package=xportr">{xportr} 0.3.1</a>: Utilities to Output CDISC SDTM/ADaM XPT Files</li>
<li><a href="https://cran.r-project.org/package=rsleep">{rsleep} 1.0.9</a>: Analysis of Sleep Data</li>
<li><a href="https://cran.r-project.org/package=biosampleR">{biosampleR} 1.0.4</a>: Biodiversity Index Calculation and Bootstrap Confidence Interval
Estimation</li>
<li><a href="https://cran.r-project.org/package=ura">{ura} 1.0.0</a>: Monitoring Rater Reliability</li>
<li><a href="https://cran.r-project.org/package=tfrmtbuilder">{tfrmtbuilder} 0.0.4</a>: ‘shiny’ App Companion to the ‘tfrmt’ Package</li>
<li><a href="https://cran.r-project.org/package=PSDistr">{PSDistr} 0.0.1</a>: Distributions Derived from Normal Distribution</li>
<li><a href="https://cran.r-project.org/package=qualpalr">{qualpalr} 0.4.4</a>: Automatic Generation of Qualitative Color Palettes</li>
<li><a href="https://cran.r-project.org/package=mapmisc">{mapmisc} 2.0.0</a>: Utilities for Producing Maps</li>
<li><a href="https://cran.r-project.org/package=hwwntest">{hwwntest} 1.3.2</a>: Tests of White Noise using Wavelets</li>
<li><a href="https://cran.r-project.org/package=mand">{mand} 2.0</a>: Multivariate Analysis for Neuroimaging Data</li>
<li><a href="https://cran.r-project.org/package=voiceR">{voiceR} 0.1.0</a>: Voice Analytics for Social Scientists</li>
<li><a href="https://cran.r-project.org/package=RColorConesa">{RColorConesa} 1.0.0</a>: Conesa Colors Palette</li>
<li><a href="https://cran.r-project.org/package=CohortExplorer">{CohortExplorer} 0.0.17</a>: Explorer of Profiles of Patients in a Cohort</li>
<li><a href="https://cran.r-project.org/package=checkthat">{checkthat} 0.1.0</a>: Intuitive Unit Testing Tools for Data Manipulation</li>
<li><a href="https://cran.r-project.org/package=teal.code">{teal.code} 0.4.1</a>: Code Storage and Execution Class for ‘teal’ Applications</li>
<li><a href="https://cran.r-project.org/package=epiCleanr">{epiCleanr} 0.1.0</a>: A Tidy Solution for Epidemiological Data</li>
<li><a href="https://cran.r-project.org/package=censobr">{censobr} 0.1.1</a>: Download Data from Brazil’s Population Census</li>
<li><a href="https://cran.r-project.org/package=raqs">{raqs} 1.0.0</a>: Interface to the US EPA Air Quality System (AQS) API</li>
<li><a href="https://cran.r-project.org/package=teal.reporter">{teal.reporter} 0.2.1</a>: Reporting Tools for ‘shiny’ Modules</li>
<li><a href="https://cran.r-project.org/package=teal.logger">{teal.logger} 0.1.3</a>: Logging Setup for the ‘teal’ Family of Packages</li>
<li><a href="https://cran.r-project.org/package=cookiecutter">{cookiecutter} 0.1.0</a>: Generate Project Files from a Template</li>
<li><a href="https://cran.r-project.org/package=daiR">{daiR} 0.9.9</a>: Interface with Google Cloud Document AI API</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/web/packages/datardis/index.html">Datardis 0.0.4</a></p>
</li>
<li><a href="https://cran.r-project.org/package=leafem">{leafem} 0.2.3</a>: ‘leaflet’ Extensions for ‘mapview’ - <a href="https://diffify.com/R/leafem">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ctrdata">{ctrdata} 1.15.2</a>: Retrieve and Analyze Clinical Trials in Public Registers - <a href="https://diffify.com/R/ctrdata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nodbi">{nodbi} 0.9.7</a>: ‘NoSQL’ Database Connector - <a href="https://diffify.com/R/nodbi">diffify</a></li>
<li><a href="https://cran.r-project.org/package=kutils">{kutils} 1.73</a>: Project Management Tools - <a href="https://diffify.com/R/kutils">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rcompanion">{rcompanion} 2.4.34</a>: Functions to Support Extension Education Program Evaluation - <a href="https://diffify.com/R/rcompanion">diffify</a></li>
<li><a href="https://cran.r-project.org/package=S7">{S7} 0.1.1</a>: An Object Oriented System Meant to Become a Successor to S3 and
S4 - <a href="https://diffify.com/R/S7">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckplyr">{duckplyr} 0.2.1</a>: A ‘DuckDB’-Backed Version of ‘dplyr’ - <a href="https://diffify.com/R/duckplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=atable">{atable} 0.1.14</a>: Create Tables for Reporting Clinical Trials - <a href="https://diffify.com/R/atable">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gnm">{gnm} 1.1-5</a>: Generalized Nonlinear Models - <a href="https://diffify.com/R/gnm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=planr">{planr} 0.1.1</a>: Tools for Supply Chain Management, Demand and Supply Planning - <a href="https://diffify.com/R/planr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gtExtras">{gtExtras} 0.5.0</a>: Extending ‘gt’ for Beautiful HTML Tables - <a href="https://diffify.com/R/gtExtras">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bulkreadr">{bulkreadr} 0.2.0</a>: The Ultimate Tool for Reading Data in Bulk - <a href="https://diffify.com/R/bulkreadr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=GeoAdjust">{GeoAdjust} 2.0.0</a>: Accounting for Random Displacements of True GPS Coordinates of
Data - <a href="https://diffify.com/R/GeoAdjust">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tablet">{tablet} 0.6.3</a>: Tabulate Descriptive Statistics in Multiple Formats - <a href="https://diffify.com/R/tablet">diffify</a></li>
<li><a href="https://cran.r-project.org/package=eyetrackingR">{eyetrackingR} 0.2.1</a>: Eye-Tracking Data Analysis - <a href="https://diffify.com/R/eyetrackingR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=SiMRiv">{SiMRiv} 1.0.6</a>: Simulating Multistate Movements in River/Heterogeneous
Landscapes - <a href="https://diffify.com/R/SiMRiv">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggfun">{ggfun} 0.1.3</a>: Miscellaneous Functions for ‘ggplot2’ - <a href="https://diffify.com/R/ggfun">diffify</a></li>
<li><a href="https://cran.r-project.org/package=unicol">{unicol} 0.2.0</a>: The Colors of your University - <a href="https://diffify.com/R/unicol">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rio">{rio} 1.0.0</a>: A Swiss-Army Knife for Data I/O - <a href="https://diffify.com/R/rio">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rtrek">{rtrek} 0.4.0</a>: Data Analysis Relating to Star Trek - <a href="https://diffify.com/R/rtrek">diffify</a></li>
<li><a href="https://cran.r-project.org/package=YTAnalytics">{YTAnalytics} 0.1.0</a>: Wrapper for ‘YouTube Analytics’ API - <a href="https://diffify.com/R/YTAnalytics">diffify</a></li>
<li><a href="https://cran.r-project.org/package=flattabler">{flattabler} 2.1.0</a>: Obtaining a Flat Table from Pivot Tables - <a href="https://diffify.com/R/flattabler">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rworkflows">{rworkflows} 0.99.13</a>: Test, Document, Containerise, and Deploy R Packages - <a href="https://diffify.com/R/rworkflows">diffify</a></li>
<li><a href="https://cran.r-project.org/package=memoiR">{memoiR} 1.2-4</a>: R Markdown and Bookdown Templates to Publish Documents - <a href="https://diffify.com/R/memoiR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiralonco">{admiralonco} 0.5.0</a>: Oncology Extension Package for ADaM in ‘R’ Asset Library - <a href="https://diffify.com/R/admiralonco">diffify</a></li>
<li><a href="https://cran.r-project.org/package=deepRstudio">{deepRstudio} 0.0.9</a>: Seamless Language Translation in ‘RStudio’ using ‘DeepL’ API and ‘Rstudioapi’ - <a href="https://diffify.com/R/deepRstudio">diffify</a></li>
<li><a href="https://cran.r-project.org/package=cognitoR">{cognitoR} 1.0.4</a>: Authentication for ‘Shiny’ Apps with ‘Amazon Cognito’ - <a href="https://diffify.com/R/cognitoR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=worcs">{worcs} 0.1.12</a>: Workflow for Open Reproducible Code in Science - <a href="https://diffify.com/R/worcs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=KeyboardSimulator">{KeyboardSimulator} 2.6.2</a>: Keyboard and Mouse Input Simulation for Windows OS - <a href="https://diffify.com/R/KeyboardSimulator">diffify</a></li>
<li><a href="https://cran.r-project.org/package=charlatan">{charlatan} 0.5.1</a>: Make Fake Data - <a href="https://diffify.com/R/charlatan">diffify</a></li>
<li><a href="https://cran.r-project.org/package=this.path">{this.path} 2.1.0</a>: Get Executing Script’s Path - <a href="https://diffify.com/R/this.path">diffify</a></li>
<li><a href="https://cran.r-project.org/package=redcapAPI">{redcapAPI} 2.8.0</a>: Interface to ‘REDCap’ - <a href="https://diffify.com/R/redcapAPI">diffify</a></li>
<li><a href="https://cran.r-project.org/package=QuickJSR">{QuickJSR} 1.0.6</a>: Interface for the ‘QuickJS’ Lightweight ‘JavaScript’ Engine - <a href="https://diffify.com/R/QuickJSR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tmap">{tmap} 3.3-4</a>: Thematic Maps - <a href="https://diffify.com/R/tmap">diffify</a></li>
<li><a href="https://cran.r-project.org/package=chatAI4R">{chatAI4R} 0.2.10</a>: Chat-Based Interactive Artificial Intelligence for R - <a href="https://diffify.com/R/chatAI4R">diffify</a></li>
<li><a href="https://cran.r-project.org/package=statsExpressions">{statsExpressions} 1.5.2</a>: Tidy Dataframes and Expressions with Statistical Details - <a href="https://diffify.com/R/statsExpressions">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=T4V1SMVllvY&ab_channel=RLadiesSTL">R-Ladies STL: Project Oriented Workflows with Shannon Pileggi (Sep 11 2023)</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=tqfOgWr0PAY&feature=youtu.be&ab_channel=ggnot2">Generative AI for R progammers - ChatGPT, gptstudio, DALL-E, Whisper, and GitHub Copilot!</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=_zNGyyrG3_8&ab_channel=PositPBC">Michael Lopez at NFL - Being forward-thinking & anticipating questions - Data Science Hangout</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=nB3WFUWS9HA&ab_channel=PositPBC">Hadley Wickham at Posit - Giving benefit to people using what you build - Data Science Hangout</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=m1ipcdYic7k&ab_channel=pharmaverse">admiral release 0.12.0 overview</a></p>
</li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/09/12/r-user-group-philippines-turns-10">R User Group Philippines Turns 10</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-09-15-nix_for_r_part5/">Reproducible data science with Nix, part 5 – Reproducible literate programming with Nix and Quarto</a></p>
</li>
<li>
<p><a href="https://r.iresmi.net/posts/2023/fast_remote_parquet/index.html">Fast remote parquet</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-15/index.html">Histograms with Two or More Variables in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-14/index.html">How to Create a Histogram with Different Colors in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-13/index.html">How to Plot Multiple Plots on the Same Graph in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-12/index.html">Exploring the Third Dimension with R: A Guide to the persp() Function</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-11/index.html">Plotting SVM Decision Boundaries with e1071 in R</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">River basins of France. High-quality render coming soon!<br /><br />Made possible by <a href="https://twitter.com/milos_agathon?ref_src=twsrc%5Etfw">@milos_agathon</a>; inspired by <a href="https://twitter.com/PythonMaps?ref_src=twsrc%5Etfw">@PythonMaps</a>.<a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/gCxeUemsRm">pic.twitter.com/gCxeUemsRm</a></p>— terence t (@researchremora) <a href="https://twitter.com/researchremora/status/1702781790753014150?ref_src=twsrc%5Etfw">September 15, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">I recently read a blog post (<a href="https://t.co/sgikbBBEjS">https://t.co/sgikbBBEjS</a>) from <a href="https://twitter.com/infowetrust?ref_src=twsrc%5Etfw">@infowetrust</a> about creating maps using a typewriter, and wanted to see if {ggplot2} could do something similar.<br /><br />So here's an elevation map of Scotland - using only the letters l, I, H, and M!<a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/RSpatial?src=hash&ref_src=twsrc%5Etfw">#RSpatial</a> <a href="https://twitter.com/hashtag/DataViz?src=hash&ref_src=twsrc%5Etfw">#DataViz</a> <a href="https://t.co/RqzUgywn9O">pic.twitter.com/RqzUgywn9O</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1702591878414086532?ref_src=twsrc%5Etfw">September 15, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Fly over a pretty mountain drive. <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> adventures, an <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> tale <a href="https://t.co/pJ4dTaYJdr">pic.twitter.com/pJ4dTaYJdr</a></p>— Art Steinmetz (@adababbage) <a href="https://twitter.com/adababbage/status/1702421192609763605?ref_src=twsrc%5Etfw">September 14, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@grrrck/111066448060631939/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://fosstodon.org/@mattdray/111068290542647372/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://mastodon.cloud/@kellybodwin/111062084340844228/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W37 Preloading Packages, Annotating Equations, UFO Sightings2023-09-11T00:00:00+00:00https://rweekly.org/2023-W37
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://fosstodon.org/@jonocarroll">Jonathan Carroll</a>, with help from the RWeekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://colinfay.me/preloading-your-r-packages-in-webr-in-an-express-js-api/">Preloading your R packages in webR in an Express JS API</a></p>
</li>
<li>
<p><a href="https://lpembleton.rbind.io/posts/annotate-equations/">A guide to annotating equations in quarto documents</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W37/equation_600.png" alt="" /></p>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/ufo-counts-in-stan-bayesian-r/">Using Stan to analyse global UFO sighting reports</a></li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.pipinghotdata.com/posts/2023-09-07-r-project-sprint">R Project Sprint.</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/ufo-counts-in-stan-bayesian-r/">Using Stan to analyse global UFO sighting reports</a></p>
</li>
<li>
<p><a href="https://tomaztsql.wordpress.com/2023/09/06/little-useless-useful-r-functions-continuous-nowhere-differentiable-weierstrass-function/">Little useless-useful R functions – Continuous, nowhere differentiable Weierstrass function</a></p>
</li>
<li>
<p><a href="https://tomsing1.github.io/blog/posts/parquetArray/">Adventures with parquet II: Implementing the parquetArraySeed S4 class</a></p>
</li>
<li>
<p><a href="https://yihui.org/en/2023/09/knitr-1-44/">The Upcoming knitr v1.44: More Compatible with Quarto, and Locking <code class="language-plaintext highlighter-rouge">opts_current</code></a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/spam-email/">Evaluate multiple modeling approaches for #TidyTuesday spam email</a></p>
</li>
<li><a href="https://www.r-consortium.org/blog/2023/09/08/r-validation-hubs-risk-metric-application-and-risk-score-mini-series-part-1">R Validation Hub’s Risk Metric Application and Risk Score – Mini Series Part 1</a></li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/09/08/r-validation-hubs-riskassessment-application-mini-series-part-2">R Validation Hub’s {riskassessment} Application – Mini Series Part 2</a></p>
</li>
<li>
<p><a href="https://blog.ephorie.de/is-this-still-weather-or-is-it-already-climate-decoding-chaos">Is this still Weather or is it already Climate? Decoding Chaos!</a></p>
</li>
<li>
<p><a href="https://r-posts.com/build-serverless-shiny-application-via-github-page/">Build serverless shiny application via Github page</a></p>
</li>
<li>
<p><a href="https://medium.com/@mcodrescu/good-or-bad-sentiment-analysis-in-r-d9033b28f25d">Good or bad? Sentiment Analysis in R</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/09/06/Geospatial-Data-Visualization.html">Mapping the Past - Geospatial Visualization in R</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-09-08/index.html">Creating Population Pyramid Plots in R with ggplot2</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W37/pyramid_600.png" alt="" /></p>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-07/index.html">Mastering Data Visualization in R: How to Plot a Subset of Data</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-06/index.html">Exploring Multivariate Data with Principal Component Analysis (PCA) Biplot in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-05/index.html">When to use Jitter</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://tonyelhabr.rbind.io/posts/soccer-meta-analytics/">Meta-analytics for soccer</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W37/soccer_600.png" alt="" /></p>
<ul>
<li><a href="https://matanhakim.org/posts/2023-09-09-nba-heights/">Analyzing Height Trends in the NBA</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://lukas-r.blog/posts/2023-09-03-wrapping-the-mixpanel-api/">Wrapping the Mixpanel API: How to create a package with {fusen} to enhance Product Analytics</a></li>
</ul>
<h3 id="r-users">R Users</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/09/05/spatial-data-science-using-r-in-berlin-germany">Spatial Data Science Using R in Berlin, Germany</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://statsandr.com/blog/pearson-spearman-kendall-correlation-by-hand/">Pearson, Spearman and Kendall correlation coefficients by hand</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/09/05#rcppint64_0.0.1">RcppInt64 0.0.1 on CRAN: New Package!</a></p>
</li>
<li><a href="https://cran.r-project.org/package=jmastats">{jmastats} 0.2.0</a>: Download Weather Data from Japan Meteorological Agency Website</li>
<li><a href="https://cran.r-project.org/package=dacc">{dacc} 0.0-1</a>: Detection and Attribution Analysis of Climate Change</li>
<li><a href="https://cran.r-project.org/package=zlib">{zlib} 1.0.1</a>: Compression and Decompression</li>
<li><a href="https://cran.r-project.org/package=teal.reporter">{teal.reporter} 0.2.1</a>: Reporting Tools for ‘shiny’ Modules</li>
<li><a href="https://cran.r-project.org/package=teal.logger">{teal.logger} 0.1.3</a>: Logging Setup for the ‘teal’ Family of Packages</li>
<li><a href="https://cran.r-project.org/package=cookiecutter">{cookiecutter} 0.1.0</a>: Generate Project Files from a Template</li>
<li><a href="https://cran.r-project.org/package=daiR">{daiR} 0.9.9</a>: Interface with Google Cloud Document AI API</li>
<li><a href="https://cran.r-project.org/package=ShapeChange">{ShapeChange} 1.5</a>: Change-Point Estimation using Shape-Restricted Splines</li>
<li><a href="https://cran.r-project.org/package=wikiprofiler">{wikiprofiler} 0.1.2</a>: ‘WikiPathway’ Based Data Integration and Visualization</li>
<li><a href="https://cran.r-project.org/package=censobr">{censobr} 0.1.0</a>: Download Data from Brazil’s Population Census</li>
<li><a href="https://cran.r-project.org/package=mmcards">{mmcards} 0.1.1</a>: Playing Cards Utility Functions</li>
<li><a href="https://cran.r-project.org/package=prettyglm">{prettyglm} 1.0.1</a>: Pretty Summaries of Generalized Linear Model Coefficients</li>
<li><a href="https://cran.r-project.org/package=harmonydata">{harmonydata} 0.1.0</a>: R Library for ‘Harmony’</li>
<li><a href="https://cran.r-project.org/package=editbl">{editbl} 0.9.5</a>: ‘DT’ Extension for CRUD (Create, Read, Update, Delete) Applications in ‘shiny’</li>
<li><a href="https://cran.r-project.org/package=RcppInt64">{RcppInt64} 0.0.1</a>: ‘Rcpp’-Based Helper Functions to Pass ‘Int64’ Values Between ‘R’ and ‘C++’</li>
<li><a href="https://cran.r-project.org/package=pharmaversesdtm">{pharmaversesdtm} 0.1.1</a>: Test Data for the Pharmaverse Family of Packages</li>
<li><a href="https://cran.r-project.org/package=r2country">{r2country} 2.0.2.3.0</a>: Country Data with Names, Capitals, Currencies, Populations, Time, Languages and so on</li>
<li><a href="https://cran.r-project.org/package=procs">{procs} 1.0.3</a>: Recreates Some ‘SAS®’ Procedures in ‘R’</li>
<li><a href="https://cran.r-project.org/package=misha">{misha} 4.2.3</a>: Toolkit for Analysis of Genomic Data</li>
<li><a href="https://cran.r-project.org/package=juicedown">{juicedown} 0.1.1</a>: ‘juice’ + ‘markdown’: Convert ‘R Markdown’ into ‘HTML’ with Inline Styles</li>
<li><a href="https://cran.r-project.org/package=grattan">{grattan} 2023.1.1</a>: Australian Tax Policy Analysis</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.10.0</a>: R binding for NNG (Nanomsg Next Gen), a successor to ZeroMQ.</p>
</li>
<li>
<p><a href="https://github.com/etiennebacher/tidypolars">tidypolars</a>: Provide the functionalities of Polars with the syntax of the tidyverse</p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/09/07#x13binary_1.1.57-4">x13binary 1.1.57-4 on CRAN: Minor Update</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/09/pak-0-6-0/">pak 0.6.0</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/09/09#rcppfarmhash_0.0.3">RcppFarmHash 0.0.3 on CRAN: Small Update</a></p>
</li>
<li><a href="https://cran.r-project.org/package=rgbif">{rgbif} 3.7.8</a>: Interface to the Global Biodiversity Information Facility API - <a href="https://diffify.com/R/rgbif">diffify</a></li>
<li><a href="https://cran.r-project.org/package=colorhex">{colorhex} 0.1.4</a>: Colors and Palettes from Color-Hex - <a href="https://diffify.com/R/colorhex">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiraldev">{admiraldev} 0.5.0</a>: Utility Functions and Development Tools for the Admiral Package Family - <a href="https://diffify.com/R/admiraldev">diffify</a></li>
<li><a href="https://cran.r-project.org/package=GPFDA">{GPFDA} 3.1.3</a>: Gaussian Process for Functional Data Analysis - <a href="https://diffify.com/R/GPFDA">diffify</a></li>
<li><a href="https://cran.r-project.org/package=checkdown">{checkdown} 0.0.9</a>: Check-Fields and Check-Boxes for ‘rmarkdown’ - <a href="https://diffify.com/R/checkdown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckplyr">{duckplyr} 0.2.0</a>: A ‘DuckDB’-Backed Version of ‘dplyr’ - <a href="https://diffify.com/R/duckplyr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=insight">{insight} 0.19.4</a>: Easy Access to Model Information for Various Model Objects - <a href="https://diffify.com/R/insight">diffify</a></li>
<li><a href="https://cran.r-project.org/package=readODS">{readODS} 2.1.0</a>: Read and Write ODS Files - <a href="https://diffify.com/R/readODS">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiral.test">{admiral.test} 0.7.0</a>: Test Data for the ‘admiral’ Package - <a href="https://diffify.com/R/admiral.test">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppArmadillo">{RcppArmadillo} 0.12.6.4.0</a>: ‘Rcpp’ Integration for the ‘Armadillo’ Templated Linear Algebra Library - <a href="https://diffify.com/R/RcppArmadillo">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fmtr">{fmtr} 1.6.0</a>: Easily Apply Formats to Data - <a href="https://diffify.com/R/fmtr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=memery">{memery} 0.5.7</a>: Internet Memes for Data Analysts - <a href="https://diffify.com/R/memery">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lcars">{lcars} 0.3.8</a>: LCARS Aesthetic for Shiny - <a href="https://diffify.com/R/lcars">diffify</a></li>
<li><a href="https://cran.r-project.org/package=imgpalr">{imgpalr} 0.3.2</a>: Create Color Palettes from Images - <a href="https://diffify.com/R/imgpalr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=epubr">{epubr} 0.6.4</a>: Read EPUB File Metadata and Text - <a href="https://diffify.com/R/epubr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fetch">{fetch} 0.1.3</a>: Fetch Data from Various Data Sources - <a href="https://diffify.com/R/fetch">diffify</a></li>
<li><a href="https://cran.r-project.org/package=foreign">{foreign} 0.8-85</a>: Read Data Stored by ‘Minitab’, ‘S’, ‘SAS’, ‘SPSS’, ‘Stata’, ‘Systat’, ‘Weka’, ‘dBase’, … - <a href="https://diffify.com/R/foreign">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppFarmHash">{RcppFarmHash} 0.0.3</a>: Interface to the Google ‘FarmHash’ Family of Hash Functions - <a href="https://diffify.com/R/RcppFarmHash">diffify</a></li>
<li><a href="https://cran.r-project.org/package=spatstat.random">{spatstat.random} 3.1-6</a>: Random Generation Functionality for the ‘spatstat’ Family - <a href="https://diffify.com/R/spatstat.random">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pins">{pins} 1.2.2</a>: Pin, Discover and Share Resources - <a href="https://diffify.com/R/pins">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ompr">{ompr} 1.0.4</a>: Model and Solve Mixed Integer Linear Programs - <a href="https://diffify.com/R/ompr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bundle">{bundle} 0.1.1</a>: Serialize Model Objects with a Consistent Interface - <a href="https://diffify.com/R/bundle">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ipkg">{ipkg} 1.0.8</a>: Install R Packages or Download File from GitHub via the Proxy Site Https://Ghproxy.com - <a href="https://diffify.com/R/ipkg">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rsgeo">{rsgeo} 0.1.6</a>: An Interface to Rust’s ‘geo’ Library - <a href="https://diffify.com/R/rsgeo">diffify</a></li>
<li><a href="https://cran.r-project.org/package=politeness">{politeness} 0.9.2</a>: Detecting Politeness Features in Text - <a href="https://diffify.com/R/politeness">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rstan">{rstan} 2.26.23</a>: R Interface to Stan - <a href="https://diffify.com/R/rstan">diffify</a></li>
<li><a href="https://cran.r-project.org/package=askgpt">{askgpt} 0.1.3</a>: Asking GPT About R Stuff - <a href="https://diffify.com/R/askgpt">diffify</a></li>
<li><a href="https://cran.r-project.org/package=packcircles">{packcircles} 0.3.6</a>: Circle Packing - <a href="https://diffify.com/R/packcircles">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sasLM">{sasLM} 0.9.12</a>: ‘SAS’ Linear Model - <a href="https://diffify.com/R/sasLM">diffify</a></li>
<li><a href="https://cran.r-project.org/package=flextable">{flextable} 0.9.3</a>: Functions for Tabular Reporting - <a href="https://diffify.com/R/flextable">diffify</a></li>
<li><a href="https://cran.r-project.org/package=lidR">{lidR} 4.0.4</a>: Airborne LiDAR Data Manipulation and Visualization for Forestry
Applications - <a href="https://diffify.com/R/lidR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=obfuscatoR">{obfuscatoR} 0.2.2</a>: Obfuscation Game Designs - <a href="https://diffify.com/R/obfuscatoR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=x13binary">{x13binary} 1.1.57-4</a>: Provide the ‘x13ashtml’ Seasonal Adjustment Binary - <a href="https://diffify.com/R/x13binary">diffify</a></li>
<li><a href="https://cran.r-project.org/package=thunder">{thunder} 1.1.2</a>: Computation and Visualisation of Atmospheric Convective Parameters - <a href="https://diffify.com/R/thunder">diffify</a></li>
<li><a href="https://cran.r-project.org/package=stranslate">{stranslate} 0.1.1</a>: Simple Translation Between Different Languages - <a href="https://diffify.com/R/stranslate">diffify</a></li>
<li><a href="https://cran.r-project.org/package=StanHeaders">{StanHeaders} 2.26.28</a>: C++ Header Files for Stan - <a href="https://diffify.com/R/StanHeaders">diffify</a></li>
<li><a href="https://cran.r-project.org/package=riskRegression">{riskRegression} 2023.09.08</a>: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks - <a href="https://diffify.com/R/riskRegression">diffify</a></li>
<li><a href="https://cran.r-project.org/package=DatabaseConnector">{DatabaseConnector} 6.2.4</a>: Connecting to Various Database Platforms - <a href="https://diffify.com/R/DatabaseConnector">diffify</a></li>
<li><a href="https://cran.r-project.org/package=cancerGI">{cancerGI} 1.0.1</a>: Analyses of Cancer Gene Interaction - <a href="https://diffify.com/R/cancerGI">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sassy">{sassy} 1.2.0</a>: Makes ‘R’ Easier for Everyone - <a href="https://diffify.com/R/sassy">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckdbfs">{duckdbfs} 0.0.2</a>: High Performance Remote File System Access Using ‘duckdb’ - <a href="https://diffify.com/R/duckdbfs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=eyelinkReader">{eyelinkReader} 1.0.1</a>: Import Gaze Data for EyeLink Eye Tracker - <a href="https://diffify.com/R/eyelinkReader">diffify</a></li>
<li><a href="https://cran.r-project.org/package=credentials">{credentials} 2.0.1</a>: Tools for Managing SSH and Git Credentials - <a href="https://diffify.com/R/credentials">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tastypie">{tastypie} 0.1.1</a>: Easy Pie Charts - <a href="https://diffify.com/R/tastypie">diffify</a></li>
<li><a href="https://cran.r-project.org/package=geojsonio">{geojsonio} 0.11.3</a>: Convert Data from and to ‘GeoJSON’ or ‘TopoJSON’ - <a href="https://diffify.com/R/geojsonio">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppNumerical">{RcppNumerical} 0.6-0</a>: ‘Rcpp’ Integration for Numerical Computing Libraries - <a href="https://diffify.com/R/RcppNumerical">diffify</a></li>
<li><a href="https://cran.r-project.org/package=paws.common">{paws.common} 0.6.0</a>: Paws Low-Level Amazon Web Services API - <a href="https://diffify.com/R/paws.common">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rhino">{rhino} 1.5.0</a>: A Framework for Enterprise Shiny Applications - <a href="https://diffify.com/R/rhino">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://colinfay.me/preloading-your-r-packages-in-webr-in-an-express-js-api/">Preloading your R packages in webR in an Express JS API</a></p>
</li>
<li>
<p><a href="https://thierrymoudiki.github.io/blog/2023/09/04/r/misc/ahead-neutralize">Risk-neutralize simulations</a></p>
</li>
</ul>
<h3 id="r-adjacent">R Adjacent</h3>
<ul>
<li><a href="https://lpembleton.rbind.io/posts/annotate-equations/">A guide to annotating equations in quarto documents</a></li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/shiny-in-production-full-lineup/">Shiny in Production: Full speaker lineup</a></p>
</li>
<li>
<p><a href="https://r-posts.com/deep-learning-with-torch-in-r-workshop/">Deep Learning with torch in R workshop</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://hachyderm.io/@djnavarro/111032375618044447/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://fosstodon.org/@nrennie/110968765891533375/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@brodriguesco/111019041678101513/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
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<iframe src="https://fosstodon.org/@milesmcbain/111009451021912082/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W36 Vectors, Functions, and RConsortium Grant2023-09-04T00:00:00+00:00https://rweekly.org/2023-W36
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://colinfay.me">Colin Fay</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/08/30/three-r-functions/">Three (four?) R functions I enjoyed this week</a></p>
</li>
<li>
<p><a href="https://www.mm218.dev/posts/2023-08-29-allocations/">Pre-allocating vectors is for nerds</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/08/31/grants-for-r-language-infrastructure-projects-available-now">Grants For R Language Infrastructure Projects Available Now!</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.mm218.dev/posts/2023-08-29-allocations/">Pre-allocating vectors is for nerds</a></li>
</ul>
<div align="center">
<img src="https://www.mm218.dev/posts/2023-08-29-allocations/index_files/figure-html/unnamed-chunk-10-1.png" width="500px" />
</div>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/08/28/rio10.html">10 years of rio</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/29/now-you-re-thinking-with-arrays/">Now You’re Thinking with Arrays</a></p>
</li>
<li>
<p><a href="https://geocompx.org/post/2023/ogh23/index.html">Geographic data analysis in R and Python: comparing code and outputs for vector data</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/08/30/three-r-functions/">Three (four?) R functions I enjoyed this week</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.rostrum.blog/posts/2023-08-26-cheerio-blogdown/index.html">Conscious uncoupling with {blogdown}</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://posit.co/blog/the-many-reasons-that-pharmas-love-gt/">The many reasons that pharmas love {gt}</a></li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://rladiesgaboronebw.netlify.app/posts/teachingr/teachingr">An insight into teaching R programming in Botswana</a></p>
</li>
<li>
<p><a href="https://blog.esciencecenter.nl/why-your-research-deserves-to-be-an-r-package-3737a73501c">Why your research deserves to be an R package</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://oscarbaruffa.com/bbor-20230827/">6 New books added to Big Book of R (Oscar Baruffa)</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/08/29/#rcpparmadillo_0.12.6.3.0">RcppArmadillo 0.12.6.3.0 on CRAN: New Upstream Bugfix</a></li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://pacha.dev/blog/2023/08/28/baltagi/index.html">An R package with Baltagi’s ‘Econometric Analysis of Panel Data’ datasets</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=t8A-ysXinpE">Keeping data up-to-date with 6 pins workflows</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://jonathankitt.netlify.app/posts/2023-08-04-tt-us/">Land to water surface ratios in U.S. states</a></li>
</ul>
<div align="center">
<img src="https://jonathankitt.netlify.app/posts/2023-08-04-tt-us/img/tt_2023_w31_us.png" width="500px" />
</div>
<ul>
<li>
<p><a href="https://jonathankitt.netlify.app/posts/2023-08-29-tt-fair-use/">TidyTuesday week 35 - Fair use case courts in the U.S.</a></p>
</li>
<li>
<p><a href="https://shiny.posit.co/blog/posts/bslib-tooltips/">Shiny for R updates: tooltips, popovers, a new theme, and more</a></p>
</li>
<li>
<p><a href="https://jonathankitt.netlify.app/posts/2023-08-04-tt-us/">Land to water surface ratios in U.S. states</a></p>
</li>
<li>
<p><a href="https://jonathankitt.netlify.app/posts/2023-08-29-tt-fair-use/">TidyTuesday week 35 - Fair use case courts in the U.S.</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/the-many-reasons-that-pharmas-love-gt/">The many reasons that pharmas love {gt}</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/introducing-project-templates-in-posit-cloud/">Introducing Project Templates in Posit Cloud</a></p>
</li>
<li>
<p><a href="https://towardsdatascience.com/mapping-south-america-with-r-a-deep-dive-into-geo-visualization-2fc8e34ec263">Mapping South America with R: A Deep Dive into Geo-Visualization</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-30/index.html">Exploring Relationships with Correlation Heatmaps in R</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/30/four-filters-for-functional-programming-friends/">Four Filters for Functional (Programming) Friends</a></p>
</li>
<li>
<p><a href="https://statsandr.com/blog/how-to-one-way-anova-by-hand/">How to: one-way ANOVA by hand</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-29/index.html">Visualizing Categorical Data in R: A Guide with Engaging Charts Using the Iris Dataset</a></p>
</li>
<li>
<p><a href="https://blog.atusy.net/2023/08/28/rmarkdown-output-format-dependency/">Modifying output format from within R Markdown chunk by rmarkdown::output_format_dependency</a></p>
</li>
<li>
<p><a href="https://tomaztsql.wordpress.com/2023/08/27/little-useless-useful-r-functions-return-matrix-elements-in-spiral-order/">Little useless-useful R functions – Return matrix elements in spiral order</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-31/index.html">Creating Eye-Catching Data Visualizations with Lollipop Charts in R using ggplot2</a></p>
</li>
</ul>
<div align="center">
<img src="https://www.spsanderson.com/steveondata/posts/2023-08-31/index_files/figure-html/unnamed-chunk-4-1.png" width="500px" />
</div>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-09-01/index.html">Kernel Density Plots in R</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/08/31/three-shorten/">R functions that shorten/filter stuff: less is more</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="grants--funding">Grants & Funding</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/08/31/grants-for-r-language-infrastructure-projects-available-now">Grants For R Language Infrastructure Projects Available Now!</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W35 S7 0.1.0, Template Files, Web APIs2023-08-28T00:00:00+00:00https://rweekly.org/2023-W35
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://podcastindex.social/@rpodcast">Eric Nantz</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=S7">{S7} 0.1.0</a>: An Object Oriented System Meant to Become a Successor to S3 and S4</p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/script-templates-r/">Creating template files with R</a></p>
</li>
<li>
<p><a href="https://laderast.github.io/intro_apis_json_cascadia/#/title-slide">A Gradual Introduction to Web APIs and JSON</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p>Do more with Excel with openxlsx2 v1.0 <a href="https://olivroy.quarto.pub/creating-cool-xlsx-files-with-openxlsx2-10/">Create cool things in Excel</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/08/25/news-august-2023/">rOpenSci News Digest, August 2023</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://datageeek.com/2023/08/23/time-series-forecasting-by-comparing-many-models-eur-try-rates/">Time Series Forecasting by Comparing Many Models: EUR/TRY Rates</a></li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://fharrell.com/post/hybrid/index.html">Wedding Bayesian and Frequentist Designs Created a Mess</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="http://ronaldrichman.co.za/2023/08/24/talk-on-explainable-deep-learning-for-actuarial-modelling/">Talk on ‘Explainable deep learning for actuarial modelling’</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-23/index.html">Exploring Data Distribution in R: A Comprehensive Guide</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W35/distribution_600.png" alt="" /></p>
<ul>
<li><a href="https://laderast.github.io/intro_apis_json_cascadia/#/title-slide">A Gradual Introduction to Web APIs and JSON</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=modeldatatoo">{modeldatatoo} 0.2.1</a>: More Data Sets Useful for Modeling Examples</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=hdd">{hdd} 0.1.1</a>: Easy Manipulation of Out of Memory Data Sets</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=TrialEmulation">{TrialEmulation} 0.0.3.2</a>: Causal Analysis of Observational Time-to-Event Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=RTLknitr">{RTLknitr} 1.0.0</a>: Right to Left Dynamic Documents Using ‘knitr’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=disk.frame">{disk.frame} 0.8.3</a>: Larger-than-RAM Disk-Based Data Manipulation Framework</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=spNetwork">{spNetwork} 0.4.3.8</a>: Spatial Analysis on Network</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=syllogi">{syllogi} 1.0.1</a>: Collection of Data Sets for Teaching Purposes</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=periscope2">{periscope2} 0.1.3</a>: Enterprise Streamlined ‘shiny’ Application Framework Using ‘bs4Dash’</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W35/periscope2_600.png" alt="periscode" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=h3lib">{h3lib} 0.1.0</a>: Exposes the ‘Uber’ ‘H3’ Library to R Packages</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=S7">{S7} 0.1.0</a>: An Object Oriented System Meant to Become a Successor to S3 and S4</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=LifemapR">{LifemapR} 1.0.4</a>: Data Visualisation on ‘Lifemap’ Tree</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=artpack">{artpack} 0.1.0</a>: Creates Generative Art Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gitgadget">{gitgadget} 0.8.1</a>: ‘Rstudio’ Addin for Version Control and Assignment Management
using Git</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=blsBandit">{blsBandit} 0.1</a>: Data Viewer for Bureau of Labor Statistics Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyCox">{shinyCox} 1.0.1</a>: Create ‘shiny’ Applications for Cox Proportional Hazards Models</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dartRverse">{dartRverse} 0.49</a>: Install and Load the ‘dartRverse’ Suits of Packages</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=deepRstudio">{deepRstudio} 0.0.4</a>: Seamless Language Translation in ‘RStudio’ using ‘DeepL’ API and ‘Rstudioapi’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=treeDbalance">{treeDbalance} 1.0.1</a>: Computation of 3D Tree Imbalance</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tagr">{tagr} 1.0.0</a>: Tagging and Organizing Objects in R</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=roxyglobals">{roxyglobals} 1.0.0</a>: ‘Roxygen2’ Global Variable Declarations</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bootwar">{bootwar} 0.1.0</a>: Nonparametric Bootstrap Test with Pooled Resampling Card Game</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rmass2">{rmass2} 0.0.0.1</a>: Repeated Measures with Attrition: Sample Sizes and Power Levels
for 2 Groups</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=brms.mmrm">{brms.mmrm} 0.0.2</a>: Bayesian MMRMs using ‘brms’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=scriptloc">{scriptloc} 1.0.0</a>: Get the Location of the R Script that is Being Sourced/Executed</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=GWalkR">{GWalkR} 0.1.2</a>: Interactive Exploratory Data Analysis Tool</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=micromodal">{micromodal} 1.0.0</a>: Create Simple and Elegant Modal Dialogs in ‘shiny’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=DominoDataR">{DominoDataR} 0.2.3</a>: ‘Domino Data R SDK’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=statcanR">{statcanR} 0.2.6</a>: Client for Statistics Canada’s Open Economic Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=VisCollin">{VisCollin} 0.1.1</a>: Visualizing Collinearity Diagnostics</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W35/cars-tableplot-1_600.png" alt="VisCollin" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=osmclass">{osmclass} 0.1.3</a>: Classify Open Street Map Features</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=graposas">{graposas} 1.0.0</a>: Graphical Approach Optimal Sample Size</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=giacR">{giacR} 1.0.0</a>: Interface to the Computer Algebra System ‘Giac’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=unicol">{unicol} 0.1.0</a>: The Colors of your University</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W35/unicol_mit_600.png" alt="unicol" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=pfr">{pfr} 1.0.0</a>: Interface to the ‘C++’ Library ‘Pf’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=aifeducation">{aifeducation} 0.2.0</a>: Artificial Intelligence for Education</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyhte">{tidyhte} 1.0.2</a>: Tidy Estimation of Heterogeneous Treatment Effects</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=packagepal">{packagepal} 0.1.0</a>: Guidelines and Checklists for Building CRAN-Worthy Packages</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rgho">{rgho} 3.0.1</a>: Access WHO Global Health Observatory Data from R</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=visit">{visit} 2.2</a>: Vaccine Phase I Design with Simultaneous Evaluation of Immunogenicity and Toxicity</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.2.0</a>: Make Mirai Promises in Shiny and Plumber Pipelines</p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/08/20#rcppredis_0.2.4">RcppRedis 0.2.4 on CRAN: Maintenance</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tmbstan">{tmbstan} 1.0.91</a>: MCMC Sampling from ‘TMB’ Model Object using ‘Stan’ - <a href="https://diffify.com/R/tmbstan">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinytest2">{shinytest2} 0.3.1</a>: Testing for Shiny Applications - <a href="https://diffify.com/R/shinytest2">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rlistings">{rlistings} 0.2.4</a>: Clinical Trial Style Data Readout Listings - <a href="https://diffify.com/R/rlistings">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rworkflows">{rworkflows} 0.99.12</a>: Test, Document, Containerise, and Deploy R Packages - <a href="https://diffify.com/R/rworkflows">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Gmisc">{Gmisc} 3.0.3</a>: Descriptive Statistics, Transition Plots, and More - <a href="https://diffify.com/R/Gmisc">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=holodeck">{holodeck} 0.2.2</a>: A Tidy Interface for Simulating Multivariate Data - <a href="https://diffify.com/R/holodeck">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=PatientProfiles">{PatientProfiles} 0.3.1</a>: Identify Characteristics of Patients in the OMOP Common Data
Model - <a href="https://diffify.com/R/PatientProfiles">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pbr">{pbr} 0.0.2</a>: Find a Cold One Near You - <a href="https://diffify.com/R/pbr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mvtnorm">{mvtnorm} 1.2-3</a>: Multivariate Normal and t Distributions - <a href="https://diffify.com/R/mvtnorm">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=modules">{modules} 0.12.0</a>: Self Contained Units of Source Code - <a href="https://diffify.com/R/modules">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyseurat">{tidyseurat} 0.7.2</a>: Brings Seurat to the Tidyverse - <a href="https://diffify.com/R/tidyseurat">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=piecepackr">{piecepackr} 1.13.6</a>: Board Game Graphics - <a href="https://diffify.com/R/piecepackr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=mapplots">{mapplots} 1.5.2</a>: Data Visualisation on Maps - <a href="https://diffify.com/R/mapplots">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=perm">{perm} 1.0-0.4</a>: Exact or Asymptotic Permutation Tests - <a href="https://diffify.com/R/perm">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggDoubleHeat">{ggDoubleHeat} 0.1.2</a>: A Heatmap-Like Visualization Tool - <a href="https://diffify.com/R/ggDoubleHeat">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W35/ggdoubleheat_600.png" alt="ggDoubleHeat" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=pandoc">{pandoc} 0.2.0</a>: Manage and Run Universal Converter ‘Pandoc’ from ‘R’ - <a href="https://diffify.com/R/pandoc">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Rcmdr">{Rcmdr} 2.9-0</a>: R Commander - <a href="https://diffify.com/R/Rcmdr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=qbr">{qbr} 1.2.3</a>: Access the ‘Quickbase’ JSON API - <a href="https://diffify.com/R/qbr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=fplyr">{fplyr} 1.3.0</a>: Apply Functions to Blocks of Files - <a href="https://diffify.com/R/fplyr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=dreamerr">{dreamerr} 1.3.0</a>: Error Handling Made Easy - <a href="https://diffify.com/R/dreamerr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rsample">{rsample} 1.2.0</a>: General Resampling Infrastructure - <a href="https://diffify.com/R/rsample">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=R3t83-2aNwY">Nix for R users with {rix} - running an old project with an old R and old packages</a></p>
</li>
<li>
<p><a href="https://youtu.be/vaPBOqfus7w">A GPDR-compliant way to import Google fonts in Quarto</a></p>
</li>
<li>
<p><a href="https://youtu.be/P4D5S5O7b_I">Remove your plot legend and colorize your title instead</a></p>
</li>
<li>
<p><a href="https://youtu.be/ZVSbY4z7tMY">Three easy ways to use better colors in ggplot</a></p>
</li>
<li>
<p><a href="https://youtu.be/k34IjRXq1BI">ggplot REMAKE: Dot Plot from PEW Research Center</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=1uXFe2fUYSA">Faucet: Fearless asynchronous R/Plumber APIs</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://nrennie.rbind.io/blog/script-templates-r/">Creating template files with R</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/cross-tabulation-in-r-creating-interpreting-contingency-tables/">Cross-Tabulation in R: Creating & Interpreting Contingency Tables</a></p>
</li>
<li>
<p><a href="https://statsandr.com/blog/scrape-yahoo-search-engine-results-with-r/">Scrape Yahoo search engine results with R</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/08/validation-split-as-3-way-split/">New interface to validation splits</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<ul>
<li><a href="https://blog.r-project.org/2023/08/23/will-r-work-on-64-bit-arm-windows/">Will R Work on 64-bit ARM Windows?</a></li>
</ul>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="call-for-participation">Call for Participation</h3>
<ul>
<li><a href="https://ropensci.org/champions/">rOpenSci Call for Champions and Mentors</a> - Applications due September 4, 2023.</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://genart.social/@georgemsavva/110955771608991720/embed" width="500" height="1150" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://genomic.social/@EpicBear/110958938915890736/embed" width="600" height="500" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">When you use the awesome <a href="https://twitter.com/hashtag/Barbie?src=hash&ref_src=twsrc%5Etfw">#Barbie</a> theme by <a href="https://twitter.com/MatthewBJane?ref_src=twsrc%5Etfw">@MatthewBJane</a> in <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> - you have to go all the way and use Barbie icons instead of dots in the <a href="https://twitter.com/hashtag/ggplot?src=hash&ref_src=twsrc%5Etfw">#ggplot</a>! The audience might not spot it at first sight … but when they do … <a href="https://t.co/7CWlOYsFly">pic.twitter.com/7CWlOYsFly</a></p>— Tom Broekel (@TBroekel) <a href="https://twitter.com/TBroekel/status/1694644821716009289?ref_src=twsrc%5Etfw">August 24, 2023</a></blockquote>
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<blockquote class="twitter-tweet"><p lang="en" dir="ltr">My life loves backpacking so we try to go on some adventures every summer. She always records with Garmin. So I thought, <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> it up :) <a href="https://twitter.com/hashtag/GlacierNationalPark?src=hash&ref_src=twsrc%5Etfw">#GlacierNationalPark</a> <a href="https://twitter.com/hashtag/rspatial?src=hash&ref_src=twsrc%5Etfw">#rspatial</a> <a href="https://t.co/B5RM9MDCT4">pic.twitter.com/B5RM9MDCT4</a></p>— Josh Erickson (@joshualerickson) <a href="https://twitter.com/joshualerickson/status/1692706678678900833?ref_src=twsrc%5Etfw">August 19, 2023</a></blockquote>
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R Weekly 2023-W34 Cleaning Data, Analyzing Data, and Infinite Data2023-08-21T00:00:00+00:00https://rweekly.org/2023-W34
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://fosstodon.org/@jonocarroll">Jonathan Carroll</a>, with help from the RWeekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.jumpingrivers.com/blog/best-practices-data-cleaning-r/">Best Practices for Data Cleaning and Preprocessing</a></p>
</li>
<li>
<p><a href="https://blog.ketchbrookanalytics.com/posts/2023-08-09-geoparquet-for-usda-crop-maps/geoparquet-for-usda-crop-maps">Analyzing new USDA data using open source tools</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/18/taking-from-infinite-sequences/">Taking from Infinite Sequences</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.rostrum.blog/2023/08/19/find-bad-names/">Object of type closure can shut up</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/best-practices-data-cleaning-r/">Best Practices for Data Cleaning and Preprocessing</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/08/webr-0-2-0/">webR 0.2.0 has been released</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W34/webr_600.png" alt="" /></p>
<ul>
<li><a href="https://jcarroll.com.au/2023/08/18/taking-from-infinite-sequences/">Taking from Infinite Sequences</a></li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/13/pythagorean-triples-with-comprehensions/">Pythagorean Triples with Comprehensions</a></p>
</li>
<li><a href="https://blog.ketchbrookanalytics.com/posts/2023-08-09-geoparquet-for-usda-crop-maps/geoparquet-for-usda-crop-maps">Analyzing new USDA data using open source tools</a></li>
<li><a href="https://tomaztsql.wordpress.com/2023/08/12/little-useless-useful-r-functions-goldbachs-conjecture-and-sieve-of-sundaram/">Little useless-useful R functions – Goldbach’s conjecture and Sieve of Sundaram</a></li>
<li><a href="https://blog.ephorie.de/can-a-simple-multi-agent-model-replicate-complex-stock-market-behaviour">Can a Simple Multi-Agent Model Replicate Complex Stock Market Behaviour?</a></li>
<li><a href="https://r.iresmi.net/posts/2023/copernicus_openeo_ndvi_time_series/index.html">Copernicus OpenEO NDVI time series</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W34/ndvi_600.png" alt="" /></p>
<ul>
<li><a href="https://www.marsja.se/how-to-sum-rows-in-r-master-summing-specific-rows-with-dplyr/">How to Sum Rows in R: Master Summing Specific Rows with dplyr</a></li>
<li><a href="https://www.marsja.se/how-to-check-if-a-file-is-empty-in-r-examples/">How to Check if a File is Empty in R: Practical Examples</a></li>
<li><a href="https://fharrell.com/post/pair/index.html">Ordinal Models for Paired Data</a></li>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/08/17#043_r2u_faster_than_alternatives">#43: r2u Faster Than the Alternatives</a></li>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/08/15#041_r2u_and_codespaces">#41: Using r2u in Codespaces</a></li>
<li>
<p><a href="https://win-vector.com/2023/08/18/omitted-variable-effects-in-logistic-regression/">Omitted Variable Effects in Logistic Regression</a></p>
</li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-08-18/index.html">Exploring Data Distribution with Box Plots in R</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-08-17/index.html">Mastering Data Approximation with R’s approx() Function</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-08-16/index.html">Exploring the Power of the curve() Function in R</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-08-15/index.html">Solving Systems of Equations in R using the solve() Function</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-08-14/index.html">The substring() function in R</a></li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-11/index.html">pmax() and pmin(): Finding the Parallel Maximum and Minimum in R</a></p>
</li>
<li><a href="https://tylerburleigh.com/blog/tidy-tuesday-spam-mail/">Tidy Tuesday: Spam mail</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://scweiss.blogspot.com/2023/08/blood-then-oil-techies-perspective-on.html">From Blood to Oil: A techies perspective on how the USAAF’s pragmatism destroyed the Luftwaffe, dropped the A, and yet failed on it’s Grandest Ambitions</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W34/pilots_600.png" alt="" /></p>
<ul>
<li>
<p>R performance tuning <a href="https://chainsawriot.com/postmannheim/2023/08/12/performance1.html">#1</a> <a href="https://chainsawriot.com/postmannheim/2023/08/14/performance2.html">#2</a> <a href="https://chainsawriot.com/postmannheim/2023/08/15/performance3.html">#3</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/08/16/Study-of-Relationships.html">Use R to explore the link between literacy and suicide in 1830s France</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://www.carlislerainey.com/blog/2023-08-18-equivalence-tests/index.html">Equivalence Tests Using {marginaleffects}</a></p>
</li>
<li>
<p><a href="https://www.carlislerainey.com/blog/2023-08-11-benchmarking-firth/index.html">Benchmarking Firth’s Logit: {brglm2} versus {logistf}</a></p>
</li>
</ul>
<h3 id="r-users">R Users</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/08/16/use-of-r-for-pharma-in-rosario-argentina">Use of R for Pharma in Rosario, Argentina</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="http://www.seascapemodels.org/rstats/2023/08/19/structural-causal-modelling-workshop.html">Introduction to structural causal modelling</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=happign">{happign} 0.2.0</a>: Easy acces to IGN data (French National Geographic Institute)</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shiny.emptystate">{shiny.emptystate} 0.1.0</a>: Empty State Components for ‘Shiny’ (<a href="https://appsilon.com/shiny-emptystate-for-shiny-apps/">post</a>)</p>
</li>
<li><a href="https://cran.r-project.org/package=gghdx">{gghdx} 0.1.1</a>: HDX Theme, Scales, and Other Conveniences for ‘ggplot2’</li>
<li><a href="https://cran.r-project.org/package=dateback">{dateback} 1.0.2</a>: Collect and Install R Packages on a Specified Date with
Dependencies</li>
<li><a href="https://cran.r-project.org/package=Rgb">{Rgb} 1.7.5</a>: The R Genome Browser</li>
<li><a href="https://cran.r-project.org/package=itscalledsoccer">{itscalledsoccer} 0.2.3</a>: American Soccer Analysis API Client</li>
<li><a href="https://cran.r-project.org/package=formods">{formods} 0.1.1</a>: ‘Shiny’ Modules for General Tasks</li>
<li><a href="https://cran.r-project.org/package=f1dataR">{f1dataR} 1.3.0</a>: Access Formula 1 Data</li>
<li><a href="https://cran.r-project.org/package=YTAnalytics">{YTAnalytics} 0.0.4</a>: Wrapper for ‘YouTube Analytics’ API</li>
<li><a href="https://cran.r-project.org/package=lettervalue">{lettervalue} 0.1.0</a>: Computing Letter Values</li>
<li><a href="https://cran.r-project.org/package=easy.utils">{easy.utils} 0.0.1</a>: Frequently Used Functions for Easy R Programming</li>
<li><a href="https://cran.r-project.org/package=codecountR">{codecountR} 0.0.2.0</a>: Counting Codes in a Text and Preparing Data for Analysis</li>
<li><a href="https://cran.r-project.org/package=ggordiplots">{ggordiplots} 0.4.2</a>: Make ‘ggplot2’ Versions of Vegan’s Ordiplots</li>
<li><a href="https://cran.r-project.org/package=lit">{lit} 1.0.0</a>: Latent Interaction Testing for Genome-Wide Studies</li>
<li><a href="https://cran.r-project.org/package=bulkreadr">{bulkreadr} 0.1.0</a>: The Ultimate Tool for Reading Data in Bulk</li>
<li><a href="https://cran.r-project.org/package=jqbr">{jqbr} 1.0.3</a>: ‘jQuery QueryBuilder’ Input for ‘Shiny’</li>
<li><a href="https://cran.r-project.org/package=osmdata">{osmdata} 0.2.5</a>: Import ‘OpenStreetMap’ Data as Simple Features or Spatial Objects</li>
<li><a href="https://cran.r-project.org/package=screenshot">{screenshot} 0.9.0</a>: Take Screenshots (Screen Capture) from R Command</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://coolbutuseless.github.io/package/yyjsonr/index.html">{yyjsonr} 0.1.1</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/08/10#rcpparmadillo_0.12.6.1.0">RcppArmadillo 0.12.6.1.0 on CRAN: New Upstream</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/reticulate-1-31/">Reticulate 1.31</a></p>
</li>
<li><a href="https://cran.r-project.org/package=tidyEmoji">{tidyEmoji} 0.1.1</a>: Discovers Emoji from Text - <a href="https://diffify.com/R/tidyEmoji">diffify</a></li>
<li><a href="https://cran.r-project.org/package=hash">{hash} 2.2.6.3</a>: Full Featured Implementation of Hash Tables/Associative Arrays/Dictionaries - <a href="https://diffify.com/R/hash">diffify</a></li>
<li><a href="https://cran.r-project.org/package=wrapr">{wrapr} 2.1.0</a>: Wrap R Tools for Debugging and Parametric Programming - <a href="https://diffify.com/R/wrapr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=leaflegend">{leaflegend} 1.1.1</a>: Add Custom Legends to ‘leaflet’ Maps - <a href="https://diffify.com/R/leaflegend">diffify</a></li>
<li><a href="https://cran.r-project.org/package=geomapdata">{geomapdata} 2.0-2</a>: Data for Topographic and Geologic Mapping - <a href="https://diffify.com/R/geomapdata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RSQL">{RSQL} 0.2.2</a>: Database Agnostic Package to Generate and Process ‘SQL’ Queries
in R - <a href="https://diffify.com/R/RSQL">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppRedis">{RcppRedis} 0.2.4</a>: ‘Rcpp’ Bindings for ‘Redis’ using the ‘hiredis’ Library - <a href="https://diffify.com/R/RcppRedis">diffify</a></li>
<li><a href="https://cran.r-project.org/package=quantreg">{quantreg} 5.97</a>: Quantile Regression - <a href="https://diffify.com/R/quantreg">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nasapower">{nasapower} 4.0.11</a>: NASA POWER API Client - <a href="https://diffify.com/R/nasapower">diffify</a></li>
<li><a href="https://cran.r-project.org/package=GMMBoost">{GMMBoost} 1.1.5</a>: Likelihood-Based Boosting for Generalized Mixed Models - <a href="https://diffify.com/R/GMMBoost">diffify</a></li>
<li><a href="https://cran.r-project.org/package=BT">{BT} 0.4</a>: (Adaptive) Boosting Trees Algorithm - <a href="https://diffify.com/R/BT">diffify</a></li>
<li><a href="https://cran.r-project.org/package=emayili">{emayili} 0.7.17</a>: Send Email Messages - <a href="https://diffify.com/R/emayili">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fontawesome">{fontawesome} 0.5.2</a>: Easily Work with ‘Font Awesome’ Icons - <a href="https://diffify.com/R/fontawesome">diffify</a></li>
<li><a href="https://cran.r-project.org/package=Rlabkey">{Rlabkey} 2.12.0</a>: Data Exchange Between R and ‘LabKey’ Server - <a href="https://diffify.com/R/Rlabkey">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crandep">{crandep} 0.3.2</a>: Network Analysis of Dependencies of CRAN Packages - <a href="https://diffify.com/R/crandep">diffify</a></li>
<li><a href="https://cran.r-project.org/package=languageserver">{languageserver} 0.3.16</a>: Language Server Protocol - <a href="https://diffify.com/R/languageserver">diffify</a></li>
<li><a href="https://cran.r-project.org/package=Cairo">{Cairo} 1.6-1</a>: R Graphics Device using Cairo Graphics Library for Creating High-Quality Bitmap (PNG, JPEG, TIFF), Vector (PDF, SVG, PostScript) and Display (X11 and Win32) Output - <a href="https://diffify.com/R/Cairo">diffify</a></li>
<li><a href="https://cran.r-project.org/package=audio">{audio} 0.1-11</a>: Audio Interface for R - <a href="https://diffify.com/R/audio">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tok">{tok} 0.1.1</a>: Fast Text Tokenization - <a href="https://diffify.com/R/tok">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tikzDevice">{tikzDevice} 0.12.5</a>: R Graphics Output in LaTeX Format - <a href="https://diffify.com/R/tikzDevice">diffify</a></li>
<li><a href="https://cran.r-project.org/package=parsnip">{parsnip} 1.1.1</a>: A Common API to Modeling and Analysis Functions - <a href="https://diffify.com/R/parsnip">diffify</a></li>
<li><a href="https://cran.r-project.org/package=textrecipes">{textrecipes} 1.0.4</a>: Extra ‘Recipes’ for Text Processing - <a href="https://diffify.com/R/textrecipes">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rsconnect">{rsconnect} 1.0.2</a>: Deploy Docs, Apps, and APIs to ‘Posit Connect’, ‘shinyapps.io’,
and ‘RPubs’ - <a href="https://diffify.com/R/rsconnect">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggspatial">{ggspatial} 1.1.9</a>: Spatial Data Framework for ggplot2 - <a href="https://diffify.com/R/ggspatial">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fusen">{fusen} 0.5.2</a>: Build a Package from Rmarkdown Files - <a href="https://diffify.com/R/fusen">diffify</a></li>
<li><a href="https://cran.r-project.org/package=emmeans">{emmeans} 1.8.8</a>: Estimated Marginal Means, aka Least-Squares Means - <a href="https://diffify.com/R/emmeans">diffify</a></li>
<li><a href="https://cran.r-project.org/package=hockeystick">{hockeystick} 0.8.1</a>: Download and Visualize Essential Climate Change Data - <a href="https://diffify.com/R/hockeystick">diffify</a></li>
<li><a href="https://cran.r-project.org/package=uuid">{uuid} 1.1-1</a>: Tools for Generating and Handling of UUIDs - <a href="https://diffify.com/R/uuid">diffify</a></li>
<li><a href="https://cran.r-project.org/package=proj4">{proj4} 1.0-13</a>: A simple interface to the PROJ.4 cartographic projections
library - <a href="https://diffify.com/R/proj4">diffify</a></li>
<li><a href="https://cran.r-project.org/package=shinyChatR">{shinyChatR} 1.1.0</a>: R Shiny Chat Module - <a href="https://diffify.com/R/shinyChatR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pins">{pins} 1.2.1</a>: Pin, Discover and Share Resources - <a href="https://diffify.com/R/pins">diffify</a></li>
<li><a href="https://cran.r-project.org/package=jstor">{jstor} 0.3.11</a>: Read Data from JSTOR/DfR - <a href="https://diffify.com/R/jstor">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://saraemilyburke.com/stats/brief_r_intro.html">Brief introduction to R, 2023</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<p><a href="https://www.brodrigues.co/blog/2023-08-12-nix_for_r_part4/">Reproducible data science with Nix, part 4 – So long, {renv} and Docker, and thanks for all the fish</a></p>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://ropensci.org/commcalls/nov2023-multilingual/">Multilingual Publishing</a></p>
</li>
<li>
<p><a href="https://r-posts.com/an-introduction-to-bayesian-a-b-testing-in-stan-r-and-python-workshop/">An Introduction to Bayesian A/B Testing in Stan, R, and Python workshop</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<ul>
<li><a href="https://data.org/careers/senior-software-sustainability-engineer/">Senior Software Sustainability Engineer - Data.Org</a></li>
</ul>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://botsin.space/@aRtsy_package/110920462070436534/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://genart.social/@georgemsavva/110889200490639105/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://fosstodon.org/@gmschroe/110926638526154776/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
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R Weekly 2023-W33 install.packages(), C code in R, refugees2023-08-14T00:00:00+00:00https://rweekly.org/2023-W33
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/R_by_Ryo">Ryo Nakagawara</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://kupac.gitlab.io/biofunctor/2023/08/01/nix-for-r-intro/">She issued install.packages() – you won’t believe what happened next!</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/11/wrapping-c-code-in-an-r-package/">Wrapping C Code in an R Package</a></p>
</li>
<li>
<p><a href="https://www.unhcr.org/refugee-statistics/insights/explainers/refugees-r-package.html">How to use UNHCR’s {refugees} R package</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.mm218.dev/posts/2023-08-07-vector/">A long digression about the word ‘vector’</a></p>
</li>
<li>
<p><a href="https://kupac.gitlab.io/biofunctor/2023/08/01/nix-for-r-intro/">She issued install.packages() – you won’t believe what happened next!</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/08/07/new-executive-director-position-created-at-r-consortium">New Executive Director Position Created at R Consortium</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://chainsawriot.com/postmannheim/2023/08/06/readods2.html">readODS 2.0.0</a></p>
</li>
<li>
<p><a href="http://freerangestats.info/blog/2023/08/06/model-life-tables">Model life tables</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W33/life-table.png" alt="" /></p>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.unhcr.org/refugee-statistics/insights/explainers/refugees-r-package.html">How to use UNHCR’s {refugees} R package</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W33/unhcr_r_package_1.png" alt="" /></p>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://www.gilesd-j.com/2023/08/07/enrollments-open-an-introduction-to-r-for-policy-analysis/">Enrollments open: An Introduction to R for Policy Analysis</a></p>
</li>
<li>
<p><a href="https://forecasting.svetunkov.ru/en/2023/08/09/multi-step-estimators-and-shrinkage-effect-in-time-series-models/">Multi-step Estimators and Shrinkage Effect in Time Series Models</a></p>
</li>
<li>
<p><a href="https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-023-05438-2">ggcoverage: an R package to visualize and annotate genome coverage for various NGS data</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://tellingstorieswithdata.com">Telling Stories with Data</a></p>
</li>
<li>
<p><a href="https://linktr.ee/rforecology">R for Ecology: Online courses and resources on learning R for ecology</a></p>
</li>
<li>
<p><a href="https://github.com/PPBDS/tidymodels.tutorials">Tutorials for Tidy Modeling with R</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=regressinator">{regressinator} 0.1.2</a>: Simulate and Diagnose (Generalized) Linear Models</li>
<li><a href="https://cran.r-project.org/package=ecoregime">{ecoregime} 0.1.2</a>: Analysis of Ecological Dynamic Regimes</li>
<li><a href="https://cran.r-project.org/package=HealthCal">{HealthCal} 0.1.0</a>: Health Calculator</li>
<li><a href="https://cran.r-project.org/package=chatAI4R">{chatAI4R} 0.0.11</a>: Chat-Based Interactive Artificial Intelligence for R</li>
<li><a href="https://cran.r-project.org/package=CFtime">{CFtime} 1.0.0</a>: Using CF-Compliant Calendars with Climate Projection Data</li>
<li><a href="https://cran.r-project.org/package=instantiate">{instantiate} 0.0.2</a>: Pre-Compiled ‘CmdStan’ Models in R Packages</li>
<li><a href="https://cran.r-project.org/package=DRquality">{DRquality} 0.2.0</a>: Quality Measurements for Dimensionality Reduction</li>
<li><a href="https://cran.r-project.org/package=binomCI">{binomCI} 1.0</a>: Confidence Intervals for a Binomial Proportion</li>
<li><a href="https://cran.r-project.org/package=ineptR">{ineptR} 0.1.0</a>: Wrapper for Statistics Portugal API</li>
<li><a href="https://cran.r-project.org/package=windows.pls">{windows.pls} 0.1.0</a>: Segmentation Approaches in Chemometrics</li>
<li><a href="https://cran.r-project.org/package=duckdbfs">{duckdbfs} 0.0.1</a>: High Performance Remote File System Access Using ‘duckdb’</li>
<li><a href="https://cran.r-project.org/package=rprofile">{rprofile} 0.2.0</a>: Load Both User-Global and Project-Specific R Profile
Configurations</li>
<li><a href="https://cran.r-project.org/package=s3">{s3} 1.0.0</a>: Download Files from ‘AWS S3’</li>
<li><a href="https://cran.r-project.org/package=suggests">{suggests} 0.1.0</a>: Declare when Suggested Packages are Needed</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/cboettig/duckdbfs">{duckdbfs} 0.0.1</a>: Simple wrappers for duckdb to open local and remote filesystems.</li>
<li><a href="https://github.com/mmukaigawara/geocausal">{geocausal} 0.1.0</a>: Causal inference with spatio-temporal data in R.</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.9.2</a>: NNG (Nanomsg Next Gen) Lightweight Messaging Library</li>
<li><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.1.2</a>: Make ‘Mirai’ ‘Promises’</li>
<li><a href="https://cran.r-project.org/package=ichimoku">{ichimoku} 1.4.7</a>: Visualization and Tools for Ichimoku Kinko Hyo Strategies</li>
<li><a href="https://cran.r-project.org/package=GFM">{GFM} 1.2.1</a>: Generalized Factor Model - <a href="https://diffify.com/R/GFM">diffify</a></li>
<li><a href="https://cran.r-project.org/package=stars">{stars} 0.6-3</a>: Spatiotemporal Arrays, Raster and Vector Data Cubes - <a href="https://diffify.com/R/stars">diffify</a></li>
<li><a href="https://cran.r-project.org/package=options">{options} 0.0.2</a>: Simple mechanisms for defining and interpreting package options. Provides helpers for interpreting environment variables, global options, defining default values and more. - <a href="https://diffify.com/R/options">diffify</a></li>
<li><a href="https://cran.r-project.org/package=recipes">{recipes} 1.0.7</a>: Preprocessing and Feature Engineering Steps for Modeling - <a href="https://diffify.com/R/recipes">diffify</a></li>
<li><a href="https://cran.r-project.org/package=osmextract">{osmextract} 0.5.0</a>: Download and Import Open Street Map Data Extracts - <a href="https://diffify.com/R/osmextract">diffify</a></li>
<li><a href="https://cran.r-project.org/package=htmltools">{htmltools} 0.5.6</a>: Tools for HTML - <a href="https://diffify.com/R/htmltools">diffify</a></li>
<li><a href="https://cran.r-project.org/package=progressr">{progressr} 0.14.0</a>: An Inclusive, Unifying API for Progress Updates - <a href="https://diffify.com/R/progressr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=targets">{targets} 1.2.2</a>: Dynamic Function-Oriented ‘Make’-Like Declarative Pipelines - <a href="https://diffify.com/R/targets">diffify</a></li>
<li><a href="https://cran.r-project.org/package=renv">{renv} 1.0.1</a>: Project Environments - <a href="https://diffify.com/R/renv">diffify</a></li>
<li><a href="https://cran.r-project.org/package=promises">{promises} 1.2.1</a>: Abstractions for Promise-Based Asynchronous Programming - <a href="https://diffify.com/R/promises">diffify</a></li>
<li><a href="https://cran.r-project.org/package=reticulate">{reticulate} 1.31</a>: Interface to ‘Python’ - <a href="https://diffify.com/R/reticulate">diffify</a></li>
<li><a href="https://cran.r-project.org/package=readODS">{readODS} 2.0.0</a>: Read and Write ODS Files - <a href="https://diffify.com/R/readODS">diffify</a></li>
<li><a href="https://cran.r-project.org/package=RcppArmadillo">{RcppArmadillo} 0.12.6.1.0</a>: ‘Rcpp’ Integration for the ‘Armadillo’ Templated Linear Algebra
Library - <a href="https://diffify.com/R/RcppArmadillo">diffify</a></li>
<li><a href="https://cran.r-project.org/package=purrr">{purrr} 1.0.2</a>: Functional Programming Tools - <a href="https://diffify.com/R/purrr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=igraph">{igraph} 1.5.1</a>: Network Analysis and Visualization - <a href="https://diffify.com/R/igraph">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gmapsdistance">{gmapsdistance} 4.0.4</a>: Distance and Travel Time Between Two Points from Google Maps - <a href="https://diffify.com/R/gmapsdistance">diffify</a></li>
<li><a href="https://cran.r-project.org/package=glmnetr">{glmnetr} 0.3-1</a>: Nested Cross Validation for the Relaxed Lasso and Other Machine
Learning Models - <a href="https://diffify.com/R/glmnetr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=jskm">{jskm} 0.5.2</a>: Kaplan-Meier Plot with ‘ggplot2’ - <a href="https://diffify.com/R/jskm">diffify</a></li>
<li><a href="https://cran.r-project.org/package=HistData">{HistData} 0.9-1</a>: Data Sets from the History of Statistics and Data Visualization - <a href="https://diffify.com/R/HistData">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggplotify">{ggplotify} 0.1.2</a>: Convert Plot to ‘grob’ or ‘ggplot’ Object - <a href="https://diffify.com/R/ggplotify">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggfun">{ggfun} 0.1.2</a>: Miscellaneous Functions for ‘ggplot2’ - <a href="https://diffify.com/R/ggfun">diffify</a></li>
<li><a href="https://cran.r-project.org/package=finnts">{finnts} 0.3.0</a>: Microsoft Finance Time Series Forecasting Framework - <a href="https://diffify.com/R/finnts">diffify</a></li>
<li><a href="https://cran.r-project.org/package=dfoliatR">{dfoliatR} 0.3.0</a>: Detection and Analysis of Insect Defoliation Signals in Tree
Rings - <a href="https://diffify.com/R/dfoliatR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bayesPop">{bayesPop} 10.0-1</a>: Probabilistic Population Projection - <a href="https://diffify.com/R/bayesPop">diffify</a></li>
<li><a href="https://cran.r-project.org/package=aplot">{aplot} 0.2.0</a>: Decorate a ‘ggplot’ with Associated Information - <a href="https://diffify.com/R/aplot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tinytex">{tinytex} 0.46</a>: Helper Functions to Install and Maintain TeX Live, and Compile
LaTeX Documents - <a href="https://diffify.com/R/tinytex">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bookdown">{bookdown} 0.35</a>: Authoring Books and Technical Documents with R Markdown - <a href="https://diffify.com/R/bookdown">diffify</a></li>
<li><a href="https://cran.r-project.org/package=canvasXpress">{canvasXpress} 1.45.4</a>: Visualization Package for CanvasXpress in R - <a href="https://diffify.com/R/canvasXpress">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bruceR">{bruceR} 2023.8</a>: Broadly Useful Convenient and Efficient R Functions - <a href="https://diffify.com/R/bruceR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=av">{av} 0.8.4</a>: Working with Audio and Video in R - <a href="https://diffify.com/R/av">diffify</a></li>
<li><a href="https://cran.r-project.org/package=yahoofinancer">{yahoofinancer} 0.2.0</a>: Fetch Data from Yahoo Finance API - <a href="https://diffify.com/R/yahoofinancer">diffify</a></li>
<li><a href="https://cran.r-project.org/package=text">{text} 1.0</a>: Analyses of Text using Transformers Models from HuggingFace,
Natural Language Processing and Machine Learning - <a href="https://diffify.com/R/text">diffify</a></li>
<li><a href="https://cran.r-project.org/package=nlme">{nlme} 3.1-163</a>: Linear and Nonlinear Mixed Effects Models - <a href="https://diffify.com/R/nlme">diffify</a></li>
<li><a href="https://cran.r-project.org/package=modeldata">{modeldata} 1.2.0</a>: Data Sets Useful for Modeling Examples - <a href="https://diffify.com/R/modeldata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rsleep">{rsleep} 1.0.8</a>: Analysis of Sleep Data - <a href="https://diffify.com/R/rsleep">diffify</a></li>
<li><a href="https://cran.r-project.org/package=h2o">{h2o} 3.42.0.2</a>: R Interface for the ‘H2O’ Scalable Machine Learning Platform - <a href="https://diffify.com/R/h2o">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgndep">{pkgndep} 1.99.2</a>: Analyze Dependency Heaviness of R Packages - <a href="https://diffify.com/R/pkgndep">diffify</a></li>
<li><a href="https://cran.r-project.org/package=scorecard">{scorecard} 0.4.3</a>: Credit Risk Scorecard - <a href="https://diffify.com/R/scorecard">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://youtu.be/c1LhgeTTxaI">Reproducible R development environments with Nix</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=YzmLB2z9whw">How to Create Your Own Table Theme with the gt Package</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=xHPGfMmRhyE">How to automatically crop images using R (“autocrop” / “smart crop” tutorial)</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://jonathankitt.netlify.app/posts/2023-08-04-tt-us/">Land to water surface ratios in U.S. states</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W33/tt-usa-water.png" alt="" /></p>
<ul>
<li>
<p><a href="https://www.kenkoonwong.com/blog/collider_adjustment/">What Happens If Our Model Adjustment Includes A Collider?</a></p>
</li>
<li>
<p><a href="https://laustep.github.io/stlahblog/posts/TennisBall.html">Drawing a tennis ball</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-09/index.html">Mastering Data Visualization: A Guide to Harnessing the Power of R’s par() Function</a></p>
</li>
<li>
<p><a href="https://r-posts.com/calculating-the-prediction-interval-coverage-probability-picp/">Calculating the prediction interval coverage probability (PICP)</a></p>
</li>
<li>
<p><a href="https://onlinecollegemathteacher.blogspot.com/2023/08/black-hole-word-numbers-in-multiple.html">Black hole word numbers in multiple languages</a></p>
</li>
<li>
<p><a href="https://kieranhealy.org/blog/archives/2023/08/10/flipbookr-for-quarto/">Flipbookr for Quarto</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/08/11/wrapping-c-code-in-an-r-package/">Wrapping C Code in an R Package</a></p>
</li>
<li>
<p><a href="https://statisticsglobe.com/if-else-statement-in-r/">If Else Statement in R (4 Examples)</a></p>
</li>
<li>
<p><a href="https://dirk.eddelbuettel.com/blog/2023/08/13/#041_r2u_and_codespaces">Using r2u in Codespaces</a></p>
</li>
<li>
<p><a href="https://www.andrewheiss.com/blog/2023/08/12/conjoint-multilevel-multinomial-guide/">The ultimate practical guide to multilevel multinomial conjoint analysis with R</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-W33/carpool-conjoint-analysis.png" alt="" /></p>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://ropensci.org/commcalls/nov2023-multilingual/">Multilingual Publishing</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<ul>
<li><a href="https://data.org/careers/senior-software-sustainability-engineer/">Senior Software Sustainability Engineer - Data.Org</a></li>
</ul>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="sv" dir="ltr">data driven <a href="https://twitter.com/hashtag/generativeart?src=hash&ref_src=twsrc%5Etfw">#generativeart</a> <a href="https://twitter.com/hashtag/wesanderson?src=hash&ref_src=twsrc%5Etfw">#wesanderson</a> colors <br />"titled : Babinga Interlude". <a href="https://twitter.com/hashtag/rtistry?src=hash&ref_src=twsrc%5Etfw">#rtistry</a> <a href="https://t.co/JegTKwwJRu">pic.twitter.com/JegTKwwJRu</a></p>— Abiyu Giday (@abiyugiday) <a href="https://twitter.com/abiyugiday/status/1690270578924498945?ref_src=twsrc%5Etfw">August 12, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<p>(Using R on mobile phone, demo)</p>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">「俺のスマホはRが動くんだぜ!」という遊び <a href="https://t.co/iTCcpoimNb">pic.twitter.com/iTCcpoimNb</a></p>— あきる (@paithiov909) <a href="https://twitter.com/paithiov909/status/1687921875618529280?ref_src=twsrc%5Etfw">August 5, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">lol at these names <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/8tClBdTdLr">pic.twitter.com/8tClBdTdLr</a></p>— Andrew Heiss (🐘 @andrew@fediscience.org) (@andrewheiss) <a href="https://twitter.com/andrewheiss/status/1688571311285784577?ref_src=twsrc%5Etfw">August 7, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W32 Video flexdashboard, Serverless Shiny, Polars2023-08-07T00:00:00+00:00https://rweekly.org/2023-W32
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/jonmcalder">Jon Calder</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://ivelasq.rbind.io/blog/automated-youtube-dashboard/">Using flexdashboard to create a GitHub Actions-powered YouTube feed</a></p>
</li>
<li>
<p><a href="https://hypebright.nl/index.php/en/2023/07/25/building-serverless-shiny-apps-with-webr-a-step-by-step-guide/">Building Serverless Shiny Apps with webR: A Step-by-Step Guide</a></p>
</li>
<li>
<p><a href="https://github.com/ddotta/cookbook-rpolars">Cookbook Polars for R</a> Cookbook to provide solutions to common tasks and problems in using Polars with R. A side-by-side comparison of polars, R base, dplyr, tidyr and data.table packages.</p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/events/2023/07/31/r-ladies-morelia-mexico-hosts-first-anniversary-event-on-july-31-2023">R-Ladies Morelia, Mexico, hosts First Anniversary Event on July 31, 2023</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/08/04/champions-program-training/">rOpenSci Champions Pilot Year: Training Wrap-Up</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://github.com/ddotta/cookbook-rpolars">Cookbook Polars for R</a> Cookbook to provide solutions to common tasks and problems in using Polars with R. A side-by-side comparison of polars, R base, dplyr, tidyr and data.table packages.</p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/08/data-trail/">Solutions for R4DS, 2e with Data Trail</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>GitHub</strong></p>
<ul>
<li>
<p><a href="https://github.com/etiennebacher/tidypolars">{tidypolars} 0.0.0.9000</a>: Get the functionalities of Polars with the syntax of the tidyverse</p>
</li>
<li>
<p><a href="https://github.com/MatthewBJane/theme_park">{ThemePark} 0.0.0.9000</a>: Themes for ‘ggplot2’ from Popular Culture</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W32/themepark.png" alt="{ThemePark} 0.0.0.9000" /></p>
<ul>
<li><a href="https://github.com/sachit27/greenR">{greenR} 0.0.0.9000</a>: Green Index Quantification, Analysis and Visualization</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=tKPhMAHVFhE">Formula 1 Data Packaging - Documenting and Sharing - TidyX Episode 154</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=J8qbRYa4430">Joe Cheng @ Posit - You have to be able to reason about it - Data Science Hangout</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=8N5zIHSzJoE">Evaluate the performance of GPT detectors - Julia Silge</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li><a href="https://hypebright.nl/index.php/en/2023/07/25/building-serverless-shiny-apps-with-webr-a-step-by-step-guide/">Building Serverless Shiny Apps with webR: A Step-by-Step Guide</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-07-30-nix_for_r_part3/">Reproducible data science with Nix, part 3 – frictionless {plumber} api deployments with Nix</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-01/index.html">R Functions for Getting Objects</a></p>
</li>
<li>
<p><a href="https://ivelasq.rbind.io/blog/automated-youtube-dashboard/">Using flexdashboard to create a GitHub Actions-powered YouTube feed</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W32/youtube.png" alt="Using flexdashboard to create a GitHub Actions-powered YouTube feed" /></p>
<ul>
<li>
<p><a href="https://lukas-r.blog/posts/2023-07-29-r-support-for-data-science-notebook-tools/">R Support for Data Science Notebook Tools</a></p>
</li>
<li>
<p><a href="https://r4stats.com/2023/08/01/ensure-r-language-reproducibility-with-dateback-package/">Ensure R Language Reproducibility with dateback Package</a></p>
</li>
<li>
<p><a href="https://vusaverse.github.io/posts/vvtableau.html">Introduction to vvtableau</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/08/01/r-universe-and-cran/">My Life with the R-universe</a></p>
</li>
<li>
<p><a href="https://lsinks.github.io/posts/2023-08-01-tidytuesday-US-states/states.html">Using GWalkR to create an interactive exploratory data analysis window similar to Tableau</a></p>
</li>
<li>
<p><a href="https://lorentzen.ch/index.php/2023/08/01/its-the-interactions/">It’s the interactions</a></p>
</li>
<li>
<p><a href="https://pacha.dev/blog/2023/08/02/canadamaps-tintin/index.html">Plotting a COVID-19 vaccination map with different projections (with updated versions of canadamaps and tintin)</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W32/tintin.png" alt="Plotting a COVID-19 vaccination map with different projections (with updated versions of canadamaps and tintin)" /></p>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-08-04/index.html">Exploring R’s Versatile str() Function: Unraveling Your Data with Ease!</a></p>
</li>
<li>
<p><a href="https://jimgar.github.io/posts/rstudio-keyboard-shortcuts/post.html">Comfy keyboard shortcuts for RStudio</a></p>
</li>
<li>
<p><a href="https://alberts-newsletter.beehiiv.com/p/fix-ggplot-size">Fix your plot size before you export it</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://ropensci.org/commcalls/nov2023-multilingual/">Multilingual Publishing</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Check out these cool art pieces generated with ggplot and {sf} 😍<br /><br />Once again, stunning work by <a href="https://twitter.com/dickie_roper?ref_src=twsrc%5Etfw">@dickie_roper</a>.<br /><br />And it comes with full documented code. Definitely worth studying (link below).<a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/rtistry?src=hash&ref_src=twsrc%5Etfw">#rtistry</a> <a href="https://t.co/X34UZU29kc">pic.twitter.com/X34UZU29kc</a></p>— Albert Rapp (@rappa753) <a href="https://twitter.com/rappa753/status/1668619436700602375?ref_src=twsrc%5Etfw">June 13, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">In the world of <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> sometimes art meets science! 🖌👩🔬<br /><br />We plotted parrot data in the ALA to celebrate <a href="https://twitter.com/hashtag/WorldParrotDay?src=hash&ref_src=twsrc%5Etfw">#WorldParrotDay</a> 🦜 using the dominant plumage shades for each genus 🌈 and created some accidental art in the process! <br /><br />Watch out Monet 🎨 <a href="https://twitter.com/accidental_art?ref_src=twsrc%5Etfw">@accidental_aRt</a><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/Rtistry?src=hash&ref_src=twsrc%5Etfw">#Rtistry</a> <a href="https://t.co/Bbxzv87L1A">pic.twitter.com/Bbxzv87L1A</a></p>— Atlas of Living Aust (@atlaslivingaust) <a href="https://twitter.com/atlaslivingaust/status/1663765028724699137?ref_src=twsrc%5Etfw">May 31, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">I use <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> to do <a href="https://twitter.com/hashtag/GIS?src=hash&ref_src=twsrc%5Etfw">#GIS</a> every day because it is such a powerful connector of different tools and resources. <br /><br />Read this 🧵 for a step-by-step workflow of how to do GIS operations with this made-up table of customer locations in R: <a href="https://t.co/0ssKDW2Cyh">pic.twitter.com/0ssKDW2Cyh</a></p>— Kyle Walker (@kyle_e_walker) <a href="https://twitter.com/kyle_e_walker/status/1686473481666379777?ref_src=twsrc%5Etfw">August 1, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W31 purrr reduce, density gradient map, ggplot2 social media icons2023-07-30T00:00:00+00:00https://rweekly.org/2023-W31
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://tonyelhabr.rbind.io/">Tony ElHabr</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/07/26/reduce/">Reducing my for loop usage with purrr::reduce()</a></p>
</li>
<li>
<p><a href="https://www.andrewheiss.com/blog/2023/07/28/gradient-map-fills-r-sf/">How to fill maps with density gradients with R, {ggplot2}, and {sf}</a></p>
</li>
<li>
<p><a href="https://nrennie.rbind.io/blog/adding-social-media-icons-ggplot2/">Adding social media icons to charts with {ggplot2}</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/07/24/basic-notions/">Three useful (to me) R notions</a></p>
</li>
<li>
<p><a href="https://vgherard.github.io/posts/2023-07-24-ab-tests-and-repeated-checks">AB tests and repeated checks</a></p>
</li>
<li>
<p><a href="https://ecoevocommunity.nature.com/posts/improving-code-reproducibility-small-steps-with-big-impacts">Improving code reproducibility: Small steps with big impacts</a></p>
</li>
<li>
<p><a href="https://hkarlsen.rbind.io/blog/data-workflow/">A tale of two data analysis workflows</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/new-datasets-and-better-docs-in-gt-0-9-0/">New datasets and better docs in {gt} 0.9.0 </a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://datageeek.com/2023/07/26/understanding-the-effect-of-subsidies-on-agriculture-with-bagged-neural-networks/">Understanding the Effect of Subsidies on Agriculture with Neural Networks</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W31/crops.png" alt="crops" /></p>
<ul>
<li><a href="https://quantixed.org/2023/07/29/mr-mastodon-farm-analysing-a-mastodon-activitypub-outbox-json-file/">Mr. Mastodon Farm: analysing a mastodon ActivityPub outbox.json file</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/events/2023/07/27/attending-the-nyc-r-conference">A Memorable Experience: Attending the NYC-R Conference and Key Takeaways</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/07/24/use-of-r-in-non-profit-social-policy-research-in-new-york">Use of R in Non-Profit Social Policy Research in New York</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/fast-api-posit-team-demo/">Standardizing access & ensuring consistent data in data products (using FastAPI and Posit Team)</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://royal-statistical-society.github.io/datavisguide/">Best Practices for Data Visualisation - Royal Statistical Society</a></p>
</li>
<li>
<p><a href="https://wjschne.github.io/posts/2023-07-23-latex-equation-in-ggplot2/">Annotated equations in ggplot2 - Importing latex into ggplot2</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W31/annotated-equation.png" alt="annotated ggplot2 equations" /></p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/07/23#041_simpler_ci_via_r2u">#41: Another r2u Example – Really Simple CI</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=BET">{BET} 0.5.2</a>: Binary Expansion Testingrelation
Coefficient (CCC)</li>
<li><a href="https://cran.r-project.org/package=MultiClassROC">{MultiClassROC} 0.1.0</a>: ROC Curves for Multi-Class Analysis</li>
<li><a href="https://cran.r-project.org/package=GDPuc">{GDPuc} 0.11.1</a>: Easily Convert GDP Data</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="https://cran.r-project.org/package=mirai">{mirai} 0.9.1</a>: Lightweight parallel code execution and distributed computing - adds TLS support for remote connections.</li>
<li><a href="https://cran.r-project.org/package=svd">{svd} 0.5.4.1</a>: Interfaces to Various State-of-Art SVD and Eigensolvers - <a href="https://diffify.com/R/svd">diffify</a></li>
<li><a href="https://cran.r-project.org/package=igraph">{igraph} 1.5.0.1</a>: Network Analysis and Visualization - <a href="https://diffify.com/R/igraph">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=53-x5OFMGjA&list=PLbARZQfpqIKLNjt5NnVQ1RgEKeayVVv6G&index=1">SatRdays London 2023 - Julia Silge - What is “production” anyway? MLOps for the curious</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/playlist?list=PLbARZQfpqIKLNjt5NnVQ1RgEKeayVVv6G">SatRdays London 2023 - YouTube Playlist</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=zs6LtT0PavM">Building reproducible analytical pipelines with R at ReproTea</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=imZE2k7gJ0Q&t=12664s">Bringing the {tidyverse} to Julia</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://colinfay.me/old-faithful-express-bootstrap-webr/">The Old Faithful Geyser Data shiny app with webR, Bootstrap & ExpressJS</a></p>
</li>
<li>
<p><a href="https://www.andrewheiss.com/blog/2023/07/25/conjoint-bayesian-frequentist-guide/">The ultimate practical guide to conjoint analysis with R</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W31/conjoint-bayes.png" alt="conjoint-bayes" /></p>
<ul>
<li><a href="https://www.andrewheiss.com/blog/2023/07/28/gradient-map-fills-r-sf/">How to fill maps with density gradients with R, {ggplot2}, and {sf}</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W31/gradient-maps.png" alt="gradient-maps" /></p>
<ul>
<li>
<p><a href="https://nrennie.rbind.io/blog/adding-social-media-icons-ggplot2/">Adding social media icons to charts with {ggplot2}</a></p>
</li>
<li>
<p><a href="https://masalmon.eu/2023/07/26/reduce/">Reducing my for loop usage with purrr::reduce()</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/binning-in-r-create-bins-continuous/">Binning in R: Create Bins of Continuous Variables</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-07-25/index.html">Unraveling Data Insights with R’s fivenum(): A Programmer’s Guide</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
</ul>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Two different charts for <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> this week! An infographic style chart and a more traditional plot! Which one do you prefer?<br /><br />Although this dataset was small (12 x 8 observations), it's the perfect chance to find creative ways to visualise the data!<a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/DataViz?src=hash&ref_src=twsrc%5Etfw">#DataViz</a> <a href="https://twitter.com/hashtag/R4DS?src=hash&ref_src=twsrc%5Etfw">#R4DS</a> <a href="https://t.co/0ZaXPCP5mM">pic.twitter.com/0ZaXPCP5mM</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1683752154706706432?ref_src=twsrc%5Etfw">July 25, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">I kept it simple on this <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a> on scurvy.<br />🌊🤢🍋😆<br /><br />I made a {gt} table in <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> showing the results of one of the first controlled clinical trials ever. The treatments were very wild back then! <a href="https://t.co/zvqhWJlgSJ">pic.twitter.com/zvqhWJlgSJ</a></p>— Ícaro Bernardes (@IcaroBSC) <a href="https://twitter.com/IcaroBSC/status/1684354411730960384?ref_src=twsrc%5Etfw">July 27, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Yesterday, I found out that <a href="https://twitter.com/Spotify?ref_src=twsrc%5Etfw">@Spotify</a> has an API. To celebrate the tickets I got for next year but mostly to procrastinate, I made a "joyplot" and "danceplot" of <a href="https://twitter.com/taylorswift13?ref_src=twsrc%5Etfw">@taylorswift13</a> studio album's (Taylor's versions only of course!) <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/rstudio?src=hash&ref_src=twsrc%5Etfw">#rstudio</a> 1/4 <a href="https://t.co/6f5E3UZ1sQ">pic.twitter.com/6f5E3UZ1sQ</a></p>— Luis Sattelmayer (@luissattelmayer) <a href="https://twitter.com/luissattelmayer/status/1685276738102636545?ref_src=twsrc%5Etfw">July 29, 2023</a></blockquote>
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R Weekly 2023-W30 ggplots, debugging, HTML + CSS as an R programmer2023-07-24T00:00:00+00:00https://rweekly.org/2023-W30
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://batool-almarzouq.netlify.app/">Batool Almarzouq</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://waterdata.usgs.gov/blog/ggplot-jazz/">Jazz up your ggplots!</a></p>
</li>
<li>
<p><a href="https://datavizs23.classes.andrewheiss.com/news/2023-07-05_messy-broken-code-tips.html">Tips for debugging and cleaning broken code</a></p>
</li>
<li>
<p><a href="https://albert-rapp.de/posts/16_html_css_for_r/16_html_css_for_r.html">Four reasons to learn HTML + CSS as an R programmer</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://albert-rapp.de/posts/16_html_css_for_r/16_html_css_for_r.html">Four reasons to learn HTML + CSS as an R programmer</a></p>
<p><img width="697" alt="Screenshot 2023-07-26 at 06 54 04" src="https://github.com/rweekly/rweekly.org/assets/53487593/d364f31d-69eb-498d-b2e8-15337a7e1996" /></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/19#qlcal-r_0.0.7">qlcal 0.0.7 on CRAN: QuantLib 1.31 Updates</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/07/tidymodels-2023-q2/">Q2 2023 tidymodels digest</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.zeileis.org/news/fifawomen2023/">Probabilistic forecasting for the FIFA Women’s World Cup 2023</a></li>
</ul>
<p><img width="766" alt="Screenshot 2023-07-26 at 06 54 41" src="https://github.com/rweekly/rweekly.org/assets/53487593/cb602943-8ad6-4566-9819-7cca23e3999a" /></p>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://yongfu.name/irt5">Beyond Item Response Theory: Growth Curve Modeling of Latent Variables with Bayes</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=vvshiny">{vvshiny} 0.1.1</a>: Create Complex Shiny Apps More Easily</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cocktailApp">{cocktailApp} 0.2.3</a>: ‘shiny’ App to Discover Cocktails</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=remmy">{remmy} 0.1.0</a>: API Client for ‘Lemmy’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=colouR">{colouR} 0.1.0</a>: Create Colour Palettes from Images</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=badgen">{badgen} 1.0.0</a>: Fast and Simple Badge Generator</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tagtools">{tagtools} 0.1.0</a>: Work with Data from High-Resolution Biologging Tags</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=quickcode">{quickcode} 0.1</a>: A Compilation of Some Frequently Used R Functions</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bioRad">{bioRad} 0.7.1</a>: Biological Analysis and Visualization of Weather Radar Data</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=chem16S">{chem16S} 1.0.0</a>: Chemical Metrics of Community Reference Proteomes</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=AtlasMaker">{AtlasMaker} 0.1.0</a>: Make Multiple ‘leaflet’ Maps in ‘Shiny’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ediblecity">{ediblecity} 0.2.1</a>: Modeling Urban Agriculture at City Scale</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://t-emery.github.io/chinadevfin2/index.html">chinadevfin2</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=igraph">{igraph} 1.5.0.1</a>: Network Analysis and Visualization - <a href="https://diffify.com/R/igraph">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=viridis">{viridis} 0.6.4</a>: Colorblind-Friendly Color Maps for R - <a href="https://diffify.com/R/viridis">diffify</a></p>
<p><img width="871" alt="Screenshot 2023-07-26 at 07 04 54" src="https://github.com/rweekly/rweekly.org/assets/53487593/4c62488e-6b51-44e1-922b-ab98f2bdd0b0" /></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=hypothesis">{hypothesis} 1.1.0</a>: Wrapper for ‘hypothes.is’ - <a href="https://diffify.com/R/hypothesis">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=seriation">{seriation} 1.5.1</a>: Infrastructure for Ordering Objects Using Seriation - <a href="https://diffify.com/R/seriation">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rsconnect">{rsconnect} 1.0.1</a>: Deploy Docs, Apps, and APIs to ‘Posit Connect’, ‘shinyapps.io’,
and ‘RPubs’ - <a href="https://diffify.com/R/rsconnect">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=snowquery">{snowquery} 1.0.0</a>: Query ‘Snowflake’ Databases with ‘SQL’ - <a href="https://diffify.com/R/snowquery">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=spatstat.geom">{spatstat.geom} 3.2-4</a>: Geometrical Functionality of the ‘spatstat’ Family - <a href="https://diffify.com/R/spatstat.geom">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=text2speech">{text2speech} 1.0.0</a>: Text to Speech Conversion - [diffify]</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=pkgdepends">{pkgdepends} 0.6.0</a>: Package Dependency Resolution and Downloads - <a href="https://diffify.com/R/pkgdepends">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=arrow">{arrow} 12.0.1.1</a>: Integration to ‘Apache’ ‘Arrow’ - <a href="https://diffify.com/R/arrow">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=RNiftyReg">{RNiftyReg} 2.8.1</a>: Image Registration Using the ‘NiftyReg’ Library - <a href="https://diffify.com/R/RNiftyReg">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=remotes">{remotes} 2.4.2.1</a>: R Package Installation from Remote Repositories, Including
‘GitHub’ - <a href="https://diffify.com/R/remotes">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rstantools">{rstantools} 2.3.1.1</a>: Tools for Developing R Packages Interfacing with ‘Stan’ - <a href="https://diffify.com/R/rstantools">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=V8">{V8} 4.3.3</a>: Embedded JavaScript and WebAssembly Engine for R - <a href="https://diffify.com/R/V8">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=promor">{promor} 0.2.1</a>: Proteomics Data Analysis and Modeling Tools - <a href="https://diffify.com/R/promor">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=onmaRg">{onmaRg} 1.0.3</a>: Import Public Health Ontario’s Ontario Marginalization Index - [diffify]</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=simmer.plot">{simmer.plot} 0.1.18</a>: Plotting Methods for ‘simmer’ - <a href="https://diffify.com/R/simmer.plot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cargo">{cargo} 0.4.9</a>: Develop R Packages using Rust - <a href="https://diffify.com/R/cargo">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=Rfast2">{Rfast2} 0.1.5</a>: A Collection of Efficient and Extremely Fast R Functions II - <a href="https://diffify.com/R/Rfast2">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=vvtableau">{vvtableau} 0.2.0</a>: R Interface for ‘Tableau’ Services - <a href="https://diffify.com/R/vvtableau">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=polyglotr">{polyglotr} 1.2.0</a>: Translate Text - <a href="https://diffify.com/R/polyglotr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nrba">{nrba} 0.2.0</a>: Methods for Conducting Nonresponse Bias Analysis (NRBA) - <a href="https://diffify.com/R/nrba">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=r2dictionary">{r2dictionary} 0.2</a>: A Mini-Dictionary for ‘R’, ‘Shiny’ and ‘Rmarkdown’ Documents - <a href="https://diffify.com/R/r2dictionary">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ctrdata">{ctrdata} 1.14.0</a>: Retrieve and Analyze Clinical Trials in Public Registers - <a href="https://diffify.com/R/ctrdata">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=APackOfTheClones">{APackOfTheClones} 0.1.3</a>: Visualization of T-Cell Clonal Expansion - <a href="https://diffify.com/R/APackOfTheClones">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ravetools">{ravetools} 0.1.2</a>: Signal and Image Processing Toolbox for Analyzing Intracranial
‘Electroencephalography’ Data - <a href="https://diffify.com/R/ravetools">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=onbrand">{onbrand} 1.0.3</a>: Templated Reporting Workflows in Word and PowerPoint - <a href="https://diffify.com/R/onbrand">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggpp">{ggpp} 0.5.3</a>: Grammar Extensions to ‘ggplot2’ - <a href="https://diffify.com/R/ggpp">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=meteor">{meteor} 0.4-5</a>: Meteorological Data Manipulation - <a href="https://diffify.com/R/meteor">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=AMR">{AMR} 2.1.0</a>: Antimicrobial Resistance Data Analysis - <a href="https://diffify.com/R/AMR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=move2">{move2} 0.2.2</a>: Processing and Analysing Animal Trajectories - <a href="https://diffify.com/R/move2">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://youtu.be/BufC0agHnzw">Shiny Modules in 100 Seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/15ZlfVA2Cl8">Perfect Bar Charts in 150 Seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/E0I-G6rWESQ">Avoid duplicate code with powerful functions in 150 seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/ji80yMlwsYI">Use functions instead of for-loops in 150 seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/F0POeYm8KPQ">Use dumbbell plots instead of paired bar charts in 130 seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/3exV7ZjarxA">Fix stacked bar charts in seconds</a></p>
</li>
<li>
<p><a href="https://youtu.be/fbft9iAs8zM">7 strategies to import & clean messy Excel files in R</a></p>
</li>
<li>
<p><a href="https://youtu.be/sVIJk8f3DwM">Data wrangling in a single step with across()</a></p>
</li>
<li>
<p><a href="https://youtu.be/nDa6aHxiSYQ">Stop making messy line charts and create meaningful plots instead</a></p>
</li>
<li>
<p><a href="https://youtu.be/jX4_Dnzhl0M">A DEAD-SIMPLE STRATEGY to style your Quarto docs without knowing HTML & CSS</a></p>
</li>
<li>
<p><a href="https://youtu.be/QU8wSya-Y9E">An easy way to style your Quarto docs without knowing HTML & CSS</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://r-graph-gallery.com/web-stacked-area-chart-inline-labels.html">Stacked line chart with inline labels</a></p>
</li>
<li>
<p><a href="https://waterdata.usgs.gov/blog/ggplot-jazz/">Jazz up your ggplots!</a></p>
<p><img width="697" alt="Screenshot 2023-07-26 at 06 54 04" src="https://r-graph-gallery.com/img/fromTheWeb/web-stacked-area-chart-inline-labels.png" /></p>
</li>
<li>
<p><a href="https://datavizs23.classes.andrewheiss.com/news/2023-07-05_messy-broken-code-tips.html">Tips for debugging and cleaning broken code</a></p>
</li>
<li>
<p><a href="https://rtask.thinkr.fr/fusen-v0-5-gotta-inflate-em-all/">fusen v0.5: Gotta inflate ’em all !</a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/gpt-detectors/">Classification metrics for #TidyTuesday GPT detectors</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-07-19-nix_for_r_part2/">Reproducible data science with Nix, part 2 – running {targets} pipelines with Nix</a></p>
</li>
<li>
<p><a href="https://www.markhw.com/blog/supervisedtext">Supervised Topic Modeling for Short Texts: My Workflow and A Worked Example</a></p>
</li>
<li>
<p><a href="https://svitkin.rbind.io/2023/07/on-automated-model-homepages/">An automated model home page with GitHub</a></p>
</li>
<li>
<p><a href="https://tomaztsql.wordpress.com/2023/07/13/datasetr-r-package-for-creating-datasets/">datasetR – R package for creating datasets</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/coefficient_of_variation_in_r/">Coefficient of Variation in R</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/r-parameterised-presentations-quarto/">Generate multiple presentations with Quarto parameters</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p>useR! 2024 will be a hybrid conference, taking place 8-11 July in Salzburg, Austria. For updates follow <a href="https://mastodon.social/@useR_conf">@useR_conf@mastodon.social</a> on Mastodon, <a href="https://twitter.com/_useRconf">@_useRconf</a> on Twitter, or <a href="https://www.linkedin.com/company/user-conf/">user-conf</a> on LinkedIn.</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://www.jumpingrivers.com/blog/shiny-in-production-2023-conference-r-workshops/">Shiny in Production 2023</a></p>
</li>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://posit.co/conference/">posit::conf(2023) (formerly rstudio::conf) - September 17-20, 2023</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<p><img width="576" alt="Screenshot 2023-07-26 at 06 42 23" src="https://github.com/rweekly/rweekly.org/assets/53487593/282e4689-5e77-4a19-9c5b-a60eb963b9d4" /></p>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">No matter how long I’ve been doing data science, I still get smacked in the face every once in a while. <br /><br />True story. 🧵<a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/datascience?src=hash&ref_src=twsrc%5Etfw">#datascience</a> <a href="https://t.co/Sl918tryf0">pic.twitter.com/Sl918tryf0</a></p>— Matt Dancho (Business Science) (@mdancho84) <a href="https://twitter.com/mdancho84/status/1682743630778322944?ref_src=twsrc%5Etfw">July 22, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W29 R4DS, R vs APL, Data Science with Nix2023-07-17T00:00:00+00:00https://rweekly.org/2023-W29
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://shinydevseries.com">Eric Nantz</a>, with help from the R Weekly team members and contributors.</p>
<p><strong>Editor’s Note</strong>: This issue also contains resources from the previous week (2023-W28). Enjoy this supersized collection!</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/07/r4ds-2e/">R for Data Science, 2nd edition</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/07/07/array-languages-r-vs-apl/">Array Languages: R vs APL</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-07-13-nix_for_r_part1/">Reproducible data science with Nix</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://blogs.rstudio.com/ai/posts/2023-07-12-hugging-face-integrations/">Hugging Face Integrations</a></p>
</li>
<li>
<p><a href="https://www.brodrigues.co/blog/2023-07-13-nix_for_r_part1/">Reproducible data science with Nix</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/07/07/array-languages-r-vs-apl/">Array Languages: R vs APL</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.jumpingrivers.com/blog/speakers-for-schools-data-science-outreach-event-r-shiny-data-visualisation/">Changing the world with Data: An outreach event</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/07/06/r-consortium-funded-project-extendr-provides-rust-extensions-for-r">R Consortium Funded Project Extendr Provides Rust Extensions for R</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/announcement/2023/07/06/change-in-r-consortium-leadership-thank-you-joseph-rickert">Change in R Consortium Leadership – Thank you, Joseph Rickert!</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/07/05/recap-learnings-and-reflection-from-case-studies-what-is-next-for-the-r-validation-hub">R Validation Hub Community Meeting – June Recap</a></p>
</li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://tjmahr.github.io/bayesian-ordering-constraint/">Ordering constraints in brms using contrast coding</a></p>
</li>
<li>
<p><a href="https://modtools.wordpress.com/2023/07/11/weighted-probability-vs-favourability/">Weighted probability vs. favourability</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/weighted_prob_600.png" alt="weighted probability graph" /></p>
<ul>
<li>
<p><a href="https://www.zeileis.org/news/coat/">Tree models for assessing covariate-dependent method agreement</a></p>
</li>
<li>
<p><a href="https://vgherard.github.io/posts/2023-07-11-testing-functional-specification-in-linear-regression">Testing functional specification in linear regression</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/07/r4ds-2e/">R for Data Science, 2nd edition</a></p>
</li>
<li>
<p><a href="https://yongfu.name/irt4/">Demystifying Item Response Theory (4/4): Rating Scale Models and Ordered Logit Distributions</a></p>
</li>
<li>
<p><a href="https://geekcologist.wordpress.com/2023/07/04/cheatsheet-for-coding-in-r-python-and-julia/">CheatSheet for coding in R, Python and Julia</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=refugees">{refugees} 2022.12.0</a>: Data on forcibly displaced and stateless people collated by the UN Refugee Agency (UNHCR)</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=babelwhale">{babelwhale} 1.2.0</a>: Talking to ‘Docker’ and ‘Singularity’ Containers</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=literanger">{literanger} 0.0.2</a>: Random Forests for Multiple Imputation Based on ‘ranger’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=snowquery">{snowquery} 0.0.1</a>: Query ‘Snowflake’ Databases with ‘SQL’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=shinyRatings">{shinyRatings} 0.1.0</a>: An Intuitive Way of Providing Star Rating in a ‘shiny’ App</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=QuantBondCurves">{QuantBondCurves} 0.1.0</a>: Calculates Bond Values and Interest Rate Curves for Finance</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=oaii">{oaii} 0.1.8</a>: ‘OpenAI’ API R Interface</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=easyclimate">{easyclimate} 0.2.1</a>: Easy Access to High-Resolution Daily Climate Data for Europe</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rbcc">{rbcc} 0.1.0</a>: Risk-Based Control Charts</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=midfieldr">{midfieldr} 1.0.1</a>: Tools and Methods for Working with MIDFIELD Data in ‘R’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cryptography">{cryptography} 1.0.0</a>: Encrypts and Decrypts Text Ciphers</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=NMA">{NMA} 1.1-1</a>: Network Meta-Analysis Package for R</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=duckplyr">{duckplyr} 0.1.0</a>: Alternative Implementations of the Grammar of Data Manipulations</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=lareshiny">{lareshiny} 0.0.3</a>: Lares ‘shiny’ Modules</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tok">{tok} 0.1.0</a>: Fast Text Tokenization</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=suntools">{suntools} 1.0.0</a>: Calculate Sun Position, Sunrise, Sunset, Solar Noon and Twilight</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=feltr">{feltr} 0.0.2</a>: Access the Felt API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=bayespm">{bayespm} 0.1.0</a>: Bayesian Statistical Process Monitoring</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=conrad">{conrad} 1.0.0</a>: Client for the Microsoft’s ‘Cognitive Services Text to Speech REST’ API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=minioclient">{minioclient} 0.0.2</a>: Interface to the ‘MinIO’ Client</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://tomaztsql.wordpress.com/2023/07/13/datasetr-r-package-for-creating-datasets/">datasetR – R package for creating datasets</a></li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://posit.co/blog/renv-1-0-0/">renv 1.0.0</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.9.1</a>: NNG (Nanomsg Next Gen) Lightweight Messaging Library - adds TLS support for TCP and WebSocket connections - <a href="https://diffify.com/R/nanonext">diffify</a></p>
</li>
<li>
<p><a href="https://appsilon.com/rhino-1-4-0/">Rhino 1.4.0: Streamlined Dependency Management and React Support</a></p>
</li>
<li>
<p><a href="https://www.jottr.org/2023/07/01/parallelly-managing-workers/">parallelly: Querying, Killing and Cloning Parallel Workers Running Locally or Remotely</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/10#rcppspdlog_0.0.14">RcppSpdlog 0.0.14 on CRAN: Upstream Update</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/07#digest_0.6.33">digest 0.6.33 on CRAN: Bugfix</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/06#rcpp_1.0.11">Rcpp 1.0.11 on CRAN: Updates and Maintenance</a></p>
</li>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/02#rcppannoy_0.0.21">RcppAnnoy 0.0.21 on CRAN: Upstream Update</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=plainview">{plainview} 0.2.1</a>: Plot Raster Images Interactively on a Plain HTML Canvas - <a href="https://diffify.com/R/plainview">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/plainview_600.png" alt="plainview plot" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=metathis">{metathis} 1.1.4</a>: HTML Metadata Tags for ‘R Markdown’ and ‘Shiny’ - <a href="https://diffify.com/R/metathis">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rmzqc">{rmzqc} 0.5.1</a>: Creation, Reading and Validation of ‘mzqc’ Files - <a href="https://diffify.com/R/rmzqc">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=piggyback">{piggyback} 0.1.5</a>: Managing Larger Data on a GitHub Repository - <a href="https://diffify.com/R/piggyback">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=meteor">{meteor} 0.4-4</a>: Meteorological Data Manipulation - <a href="https://diffify.com/R/meteor">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=swipeR">{swipeR} 1.0.0</a>: Carousels using the ‘JavaScript’ Library ‘Swiper’ - <a href="https://diffify.com/R/swipeR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=stevedore">{stevedore} 0.9.6</a>: Docker Client - <a href="https://diffify.com/R/stevedore">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=BrailleR">{BrailleR} 1.0.2</a>: Improved Access for Blind Users - <a href="https://diffify.com/R/BrailleR">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=r2rtf">{r2rtf} 1.1.0</a>: Easily Create Production-Ready Rich Text Format (RTF) Table and
Figure - <a href="https://diffify.com/R/r2rtf">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cthist">{cthist} 2.1.0</a>: Clinical Trial Registry History - <a href="https://diffify.com/R/cthist">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=rstudioapi">{rstudioapi} 0.15.0</a>: Safely Access the RStudio API - <a href="https://diffify.com/R/rstudioapi">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=retrosheet">{retrosheet} 1.1.5</a>: Import Professional Baseball Data from ‘Retrosheet’ - <a href="https://diffify.com/R/retrosheet">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=move">{move} 4.2.4</a>: Visualizing and Analyzing Animal Track Data - <a href="https://diffify.com/R/move">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggDoE">{ggDoE} 0.7.9</a>: Modern Graphs for Design of Experiments with ‘ggplot2’ - <a href="https://diffify.com/R/ggDoE">diffify</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/ggDoE_600.png" alt="ggDoE plot" /></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://juliasilge.com/blog/place-names/">What tokens are used more vs. less in #TidyTuesday place names?</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=zfuWN1YWMto">TidyX Episode 151: Shiny Model Builder - Tree Based Models</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=d7l4EZYlZE0">Building a Chatbot with OpenAI, Shiny, & R - Part 1: Use GPT-4 with OpenAI API in R</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=agPFcEeQSEQ">Building a Chatbot with OpenAI, Shiny, & R - Part 2: Shiny App Build</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=odBkUdWlwUk">Building a Chatbot with OpenAI, Shiny, & R - Part 3: Deploying our GPT Chatbot</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<ul>
<li>
<p><a href="https://appsilon.com/shiny-molstar-r-package-molecular-structures-visualizations/">Introducing shiny.molstar for Large Molecular Structures Visualization in R</a></p>
</li>
<li>
<p><a href="https://appsilon.com/fda-clinical-trial-submissions-with-r-shiny-rhino/">Advancing FDA Clinical Trial Submissions with R: Reproducing the R Submissions Pilot 2 Shiny App Using Rhino</a></p>
</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://www.andrewheiss.com/blog/2023/07/03/using-google-location-history-with-r-roadtrip/">Road trip analysis! How to use and play with Google Location History in R</a>: Learn how to use R to load and clean and play with all the location history data Google keeps about you and look at some neat plots and tables about our 5,000-mile summer road trip along the way</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/road_trip_600.png" alt="road trip stop types" /></p>
<ul>
<li>
<p><a href="https://colinfay.me/calling-webr-from-expressjs/">Using webR in an Express JS REST API</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/font-stacks-and-markdown-improvements-in-gt-0-9-0/">Font stacks and Markdown improvements in {gt} 0.9.0</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/correlation-in-r-coefficients-visualizations-matrix/">Correlation in R: Coefficients, Visualizations, & Matrix Analysis</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/ggplot-center-title-how/">ggplot Center Title: A Guide to Perfectly Aligned Titles in Your Plots</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/ggplot_center_600.webp" alt="ggplot center title example" /></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/07/08#040_r2u_used_at_colab">#40: Another r2u Example – Making Colab Easier</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/07/12/HistData.html">Uncovering History with R - A Look at the HistData Package</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W29/history_600.png" alt="histdata example plot" /></p>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-07-14/index.html">Covariance in R with the cov() Function</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-07-11/index.html">A Closer Look at the R Function identical()</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
</ul>
<p>+<a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
<ul>
<li><a href="https://posit.co/conference/">posit::conf(2023) (formerly rstudio::conf) - September 17-20, 2023</a></li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="call-for-participation">Call for Participation</h3>
<ul>
<li><a href="https://ropensci.org/blog/2023/07/14/call-champions-program/">Open Call for rOpenSci Champions Program Applications!</a></li>
</ul>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@coolbutuseless/110714785415290819/embed" width="500" height="750" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://mapstodon.space/@josiah/110680249487008828/embed" width="500" height="700" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<iframe src="https://mastodon.social/@allison_horst/110719442735137338/embed" width="500" height="800" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Juries still out on probability theory, but nephew and I totally on the same page about <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <br /><br />(h/t to <a href="https://twitter.com/rstatsai?ref_src=twsrc%5Etfw">@rstatsai</a> and <a href="https://twitter.com/_RachaelDempsey?ref_src=twsrc%5Etfw">@_RachaelDempsey</a> at <a href="https://twitter.com/posit_pbc?ref_src=twsrc%5Etfw">@posit_pbc</a> for the attire) <a href="https://t.co/zecbiYAu1R">https://t.co/zecbiYAu1R</a> <a href="https://t.co/TogJ8a6wlz">pic.twitter.com/TogJ8a6wlz</a></p>— Emily Riederer (@EmilyRiederer) <a href="https://twitter.com/EmilyRiederer/status/1680607046121533440?ref_src=twsrc%5Etfw">July 16, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Every year <a href="https://twitter.com/chendaniely?ref_src=twsrc%5Etfw">@chendaniely</a> is still working on his slides right before going on stage. <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/rstatsnyc?src=hash&ref_src=twsrc%5Etfw">#rstatsnyc</a> <a href="https://t.co/YlFogJrx2J">pic.twitter.com/YlFogJrx2J</a></p>— Jared Lander (@jaredlander) <a href="https://twitter.com/jaredlander/status/1679516554352902149?ref_src=twsrc%5Etfw">July 13, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
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R Weekly 2023-W27 Targets validation workflow, %dofuture%, gmailr 2.0.02023-07-03T00:00:00+00:00https://rweekly.org/2023-W27
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://github.com/parmsam">Sam Parmar</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://appsilon.github.io/data.validator/articles/targets_workflow.html">Targets validation workflow</a></p>
</li>
<li>
<p><a href="https://www.jottr.org/2023/06/26/dofuture/">%dofuture% - a Better foreach() Parallelization Operator than %dopar%</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/06/gmailr-2-0-0/">gmailr 2.0.0</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://www.brodrigues.co/blog/2023-06-29-book_quarto/">How to self-publish a technical book on Leanpub and Amazon using Quarto</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W27/gosling_600.jpg" alt="" /></p>
<ul>
<li><a href="https://www.jottr.org/2023/06/26/dofuture/">%dofuture% - a Better foreach() Parallelization Operator than %dopar%</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W27/dopar-to-dofuture_600.png" alt="" /></p>
<ul>
<li>
<p><a href="https://www.matthewrkaye.com/posts/2023-06-29-lessons-learned-from-running-r-in-production/lessons-learned-from-running-r-in-production.html">Lessons Learned From Running R in Production</a></p>
</li>
<li>
<p><a href="https://reside-ic.github.io/blog/symbolic-differentiation-in-a-few-lines-of-code/">Symbolic Differentiation in a Few Lines of Code</a></p>
</li>
<li>
<p><a href="https://reside-ic.github.io/blog/mpi-from-r-part-one-the-basics/">MPI from R - Part One - The Basics</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://rviews.rstudio.com/2023/06/28/may-2023-top-40-new-cran-packages/">May 2023: “Top 40” New CRAN Packages</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/06/22/data-scientists-and-data-professionals-at-new-york-r-conference">Data Scientists & Data Professionals at New York R Conference</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://github.com/hughjonesd/r-help">r-help: R manual pages for previous versions of R from 0.60 onwards</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/06/gmailr-2-0-0/">gmailr 2.0.0</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/a-new-function-to-plot-convergence-diagnostics-from-lme4-allfit/">A new function to plot convergence diagnostics from lme4::allFit()</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://cran.r-project.org/package=countSTAR">{countSTAR} 1.0.2</a>: Flexible Modeling of Count Data</li>
<li><a href="https://cran.r-project.org/package=corrViz">{corrViz} 0.1.0</a>: Visualise Correlations</li>
<li><a href="https://cran.r-project.org/package=restatis">{restatis} 0.1.0</a>: Web API Client for the German Federal Statistical Office
Database</li>
<li><a href="https://cran.r-project.org/package=respR">{respR} 2.3.1</a>: Import, Process, Analyse, and Calculate Rates from Respirometry
Data</li>
<li><a href="https://cran.r-project.org/package=move2">{move2} 0.2.0</a>: Processing and Analysing Animal Trajectories</li>
<li><a href="https://cran.r-project.org/package=hfhub">{hfhub} 0.1.0</a>: Hugging Face Hub Interface</li>
<li><a href="https://cran.r-project.org/package=admiralvaccine">{admiralvaccine} 0.1.0</a>: Vaccine Extension Package for ADaM in ‘R’ Asset Library</li>
<li><a href="https://cran.r-project.org/package=tree3d">{tree3d} 0.1.2</a>: 3D Tree Models</li>
<li><a href="https://cran.r-project.org/package=topChef">{topChef} 0.1.0</a>: Top Chef Data</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<p><a href="https://github.com/doehm/ggbrick">ggbrick</a></p>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://posit.co/blog/new-text-functions-in-gt-0-9-0/">The new family of <code class="language-plaintext highlighter-rouge">text_*()</code> functions in {gt} 0.9.0</a></p>
</li>
<li><a href="https://cran.r-project.org/package=V8">{V8} 4.3.1</a>: Embedded JavaScript and WebAssembly Engine for R - <a href="https://diffify.com/R/V8">diffify</a></li>
<li><a href="https://cran.r-project.org/package=haven">{haven} 2.5.2</a>: Import and Export ‘SPSS’, ‘Stata’ and ‘SAS’ Files - <a href="https://diffify.com/R/haven">diffify</a></li>
<li><a href="https://cran.r-project.org/package=polite">{polite} 0.1.3</a>: Be Nice on the Web - <a href="https://diffify.com/R/polite">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggblanket">{ggblanket} 3.0.0</a>: Simplify ‘ggplot2’ Visualisation - <a href="https://diffify.com/R/ggblanket">diffify</a></li>
<li><a href="https://cran.r-project.org/package=openxlsx2">{openxlsx2} 0.7.1</a>: Read, Write and Edit ‘xlsx’ Files - <a href="https://diffify.com/R/openxlsx2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gmailr">{gmailr} 2.0.0</a>: Access the ‘Gmail’ ‘RESTful’ API - <a href="https://diffify.com/R/gmailr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=prettifyAddins">{prettifyAddins} 2.6.0</a>: ‘RStudio’ Addins to Prettify ‘JavaScript’, ‘C++’, ‘Python’, and
More - <a href="https://diffify.com/R/prettifyAddins">diffify</a></li>
<li><a href="https://cran.r-project.org/package=jsonlite">{jsonlite} 1.8.7</a>: A Simple and Robust JSON Parser and Generator for R - <a href="https://diffify.com/R/jsonlite">diffify</a></li>
<li><a href="https://cran.r-project.org/package=downlit">{downlit} 0.4.3</a>: Syntax Highlighting and Automatic Linking - <a href="https://diffify.com/R/downlit">diffify</a></li>
<li><a href="https://cran.r-project.org/package=odbc">{odbc} 1.3.5</a>: Connect to ODBC Compatible Databases (using the DBI Interface) - <a href="https://diffify.com/R/odbc">diffify</a></li>
<li><a href="https://cran.r-project.org/package=fusen">{fusen} 0.5.1</a>: Build a Package from Rmarkdown Files - <a href="https://diffify.com/R/fusen">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rtoot">{rtoot} 0.3.2</a>: Collecting and Analyzing Mastodon Data - <a href="https://diffify.com/R/rtoot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ssh">{ssh} 0.8.3</a>: Secure Shell (SSH) Client for R - <a href="https://diffify.com/R/ssh">diffify</a></li>
<li><a href="https://cran.r-project.org/package=riskmetric">{riskmetric} 0.2.2</a>: Risk Metrics to Evaluating R Packages - <a href="https://diffify.com/R/riskmetric">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tern">{tern} 0.8.4</a>: Create Common TLGs Used in Clinical Trials - <a href="https://diffify.com/R/tern">diffify</a></li>
<li><a href="https://cran.r-project.org/package=deps">{deps} 0.2.0</a>: Dependency Management with ‘roxygen’-Style Comments - <a href="https://diffify.com/R/deps">diffify</a></li>
<li><a href="https://cran.r-project.org/package=webshot">{webshot} 0.5.5</a>: Take Screenshots of Web Pages - <a href="https://diffify.com/R/webshot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=targets">{targets} 1.2.0</a>: Dynamic Function-Oriented ‘Make’-Like Declarative Pipelines - <a href="https://diffify.com/R/targets">diffify</a></li>
<li><a href="https://cran.r-project.org/package=digest">{digest} 0.6.32</a>: Create Compact Hash Digests of R Objects - <a href="https://diffify.com/R/digest">diffify</a></li>
<li><a href="https://cran.r-project.org/package=crew">{crew} 0.3.0</a>: A Distributed Worker Launcher Framework - <a href="https://diffify.com/R/crew">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgbuild">{pkgbuild} 1.4.2</a>: Find Tools Needed to Build R Packages - <a href="https://diffify.com/R/pkgbuild">diffify</a></li>
<li><a href="https://cran.r-project.org/package=askgpt">{askgpt} 0.1.2</a>: Asking GPT About R Stuff - <a href="https://diffify.com/R/askgpt">diffify</a></li>
<li><a href="https://cran.r-project.org/package=mirai">{mirai} 0.9.0</a>: Minimalist Async Evaluation Framework for R - <a href="https://diffify.com/R/mirai">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=dwiELLRPPsg">Shiny Apps with Hugging Face: A Practical Guide</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=kXJyUsYeIJ4">How to generate images with OpenAI’s DALL-E models using R - openai R package approach</a></p>
</li>
</ul>
<h3 id="shiny-apps">Shiny Apps</h3>
<p><a href="https://github.com/georgestagg/shiny-standalone-webr-demo">Shiny on webR demo</a></p>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/06/26/r-for-predictive-modeling-and-data-visualization-in-turkey">R for Predictive Modeling and Data Visualization in Turkey</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://posit.co/blog/migrating-from-mran-to-posit-package-manager/">Migrating from MRAN to Posit Package Manager</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W27/MY-COPY-Product-Release-Templates-1_600.jpg" alt="" /></p>
<ul>
<li>
<p><a href="https://pablobernabeu.github.io/2023/ggplotting-power-curves-from-simr-package">ggplotting power curves from simr package</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/table-joins-with-conditional-fuzzy-string-matching-in-r/">Table joins with conditional “fuzzy” string matching in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-27/index.html">The ave() Function in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-28/index.html">Exploring Rolling Correlation with the rollapply Function: A Powerful Tool for Analyzing Time-Series Data</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-29/index.html">How to Use a Windows .bat File to Execute an R Script</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-30/index.html">Simplifying File Management in R: Introducing file.rename()</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<ul>
<li>
<p><a href="https://appsilon.github.io/data.validator/articles/targets_workflow.html">Targets validation workflow</a></p>
</li>
<li>
<p><a href="https://tim-tiefenbach.de/post/2023-recode-columns/">Using a Data Dictionary to Recode Columns with dplyr</a></p>
</li>
</ul>
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h2 id="call-for-participation">Call for Participation</h2>
<ul>
<li>
<p><a href="https://posit.co/blog/posit-conf-2023-virtual-experience-registration/">Registration for posit::conf(2023)’s virtual experience is now open</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/register-for-r-pharma-at-positconf2023/">Register for R/Pharma at posit::conf(2023)</a></p>
</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://rstats.ai/nyr.html">New York R Conference - July 13-14, 2023</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W27/Twitter-NYR-2023_600.png" alt="" /></p>
<ul>
<li><a href="https://posit.co/conference/">posit::conf(2023) (formerly rstudio::conf) - September 17-20, 2023</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W27/conf23-virtualregopen_blog-1_600.jpg" alt="" /></p>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">On the data visualisation 📊 to generative art 🎨 spectrum, I think this one sits right in the middle! <br /><br />Can you guess what the underlying data is?<a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/DataViz?src=hash&ref_src=twsrc%5Etfw">#DataViz</a> <a href="https://twitter.com/hashtag/Rtistry?src=hash&ref_src=twsrc%5Etfw">#Rtistry</a> <a href="https://twitter.com/hashtag/GenArtClub?src=hash&ref_src=twsrc%5Etfw">#GenArtClub</a> <a href="https://t.co/NIYaiADykO">pic.twitter.com/NIYaiADykO</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1674343240764456960?ref_src=twsrc%5Etfw">June 29, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Today's artwork generated with <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> and <a href="https://twitter.com/hashtag/ggplot2?src=hash&ref_src=twsrc%5Etfw">#ggplot2</a>: <a href="https://t.co/6XAzubNexp">pic.twitter.com/6XAzubNexp</a></p>— aRtsy package (@aRtsy_package) <a href="https://twitter.com/aRtsy_package/status/1675387325486907392?ref_src=twsrc%5Etfw">July 2, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/runeverystreet?src=hash&ref_src=twsrc%5Etfw">#runeverystreet</a> in <a href="https://twitter.com/hashtag/WestVan?src=hash&ref_src=twsrc%5Etfw">#WestVan</a> (and <a href="https://twitter.com/hashtag/NorthVan?src=hash&ref_src=twsrc%5Etfw">#NorthVan</a>) ... today was Caulfield neighborhood in West Vancouver. Plotted using <a href="https://twitter.com/hashtag/Strava?src=hash&ref_src=twsrc%5Etfw">#Strava</a> data in <a href="https://twitter.com/hashtag/Rstats?src=hash&ref_src=twsrc%5Etfw">#Rstats</a> using the amazing <a href="https://twitter.com/hashtag/rayshader?src=hash&ref_src=twsrc%5Etfw">#rayshader</a> and <a href="https://twitter.com/hashtag/rayvista?src=hash&ref_src=twsrc%5Etfw">#rayvista</a> packages! <a href="https://t.co/edddPyns87">pic.twitter.com/edddPyns87</a></p>— Michael Hainke (@MichaelHainke) <a href="https://twitter.com/MichaelHainke/status/1673897828815605760?ref_src=twsrc%5Etfw">June 28, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">A little while ago I teased a video of <a href="https://twitter.com/hashtag/webR?src=hash&ref_src=twsrc%5Etfw">#webR</a> running <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> Shinylive apps entirely in the browser with <a href="https://twitter.com/hashtag/wasm?src=hash&ref_src=twsrc%5Etfw">#wasm</a>. We're working on it, but for the moment I've setup a repo with some technical info about how this all works, targeted at brave JavaScript devs <a href="https://t.co/tzD2eNGoLH">https://t.co/tzD2eNGoLH</a> <a href="https://t.co/2UXY7YYYPm">https://t.co/2UXY7YYYPm</a></p>— George Stagg (@gwstagg) <a href="https://twitter.com/gwstagg/status/1674825985244512272?ref_src=twsrc%5Etfw">June 30, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W26 Table to Markdown, Model Sharing, and Rhub debugging2023-06-26T00:00:00+00:00https://rweekly.org/2023-W26
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/_ColinFay">Colin Fay</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://www.rostrum.blog/2023/06/21/wordup-tables/">Convert a Word table to Markdown</a></p>
</li>
<li>
<p><a href="https://matthewrkaye.com/posts/series/doing-data-science/2023-06-20-how-can-others-use-my-model/how-can-others-use-my-model.html">How Can Someone Else Use My Model?</a></p>
</li>
<li>
<p><a href="https://statnmap.com/2023-06-20-how-to-debug-your-package-in-a-rhub-fedora-container-before-sending-to-cran/">How to debug your package in a {rhub} fedora container before sending to CRAN?</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="http://gradientdescending.com/in-survivor-is-entering-the-merge-down-on-numbers-a-disadvantage/">In Survivor is entering the merge down on numbers a disadvantage?</a></p>
</li>
<li>
<p><a href="https://pacha.dev/blog/2023/06/24/t-test/index.html">Student’s t-test explained with R and Pokemon</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://appsilon.com/visualizing-fresh-water-resources-data/">Data4Good Explores Visualizing Freshwater Resources on a Global Scale</a></li>
</ul>
<div align="center">
<img src="https://appsilon.com/_gatsby/image/86f64fea478f2f24822292a9f8e9ba6b/c7b02856a8daa5f7d319b1a88f943f48/Appsilon-Data4Good-Fresh-Water-Resources-Dashboard.avif?u=https%3A%2F%2Fwordpress.appsilon.com%2Fwp-content%2Fuploads%2F2023%2F06%2FAppsilon-Data4Good-Fresh-Water-Resources-Dashboard.png&a=w%3D1717%26h%3D954%26fm%3Davif%26q%3D90&cd=2023-06-19T12%3A05%3A56" width="500px" />
</div>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="http://dirk.eddelbuettel.com/blog/2023/06/19/#rcpparmadillo_0.12.4.1.0">RcppArmadillo 0.12.4.1.0 on CRAN: New Upstream Bugfix</a></p>
</li>
<li>
<p><a href="http://gradientdescending.com/survivor-2-1-0-is-now-available/">survivoR 2.1.0 is now available</a></p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://www.paulamoraga.com/book-spatial/">Spatial Statistics for Data Science: Theory and Practice with R</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.rdatagen.net/post/2023-06-20-finding-coefficients-for-logistic-models-that-generate-data-with-desired-characteristics/">Finding logistic models to generate data with desired risk ratio, risk difference and AUC profiles</a></p>
</li>
<li>
<p><a href="https://statsandr.com/blog/two-way-anova-in-r/">Two-way ANOVA in R</a></p>
</li>
<li>
<p><a href="https://wazrak.com/writing-tests-for-your-first-r-package/">Protect your Code with Tests! Your First R Package Journey Continues</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-20/index.html">Mastering Data Aggregation with xtabs() in R</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-21/index.html">Unleashing the Power of Sampling in R: Exploring the Versatile sample() Function</a></p>
</li>
<li>
<p><a href="https://www.rostrum.blog/2023/06/21/wordup-tables/">Convert a Word table to Markdown</a></p>
</li>
</ul>
<div align="center">
<img src="https://www.rostrum.blog/post/2023-06-21-wordup-tables_files/wordup.gif" width="500px" />
</div>
<ul>
<li>
<p><a href="https://matthewrkaye.com/posts/series/doing-data-science/2023-06-20-how-can-others-use-my-model/how-can-others-use-my-model.html">How Can Someone Else Use My Model?</a></p>
</li>
<li>
<p><a href="https://statnmap.com/2023-06-20-how-to-debug-your-package-in-a-rhub-fedora-container-before-sending-to-cran/">How to debug your package in a {rhub} fedora container before sending to CRAN?</a></p>
</li>
<li>
<p><a href="https://wlandau.github.io/crew/">{crew}: a distributed worker launcher framework for asynchronous and distributed computing</a></p>
</li>
<li>
<p><a href="https://wlandau.github.io/crew/articles/plugins.html">Extending {crew} with user-defined launcher plugins</a></p>
</li>
<li>
<p><a href="https://wlandau.github.io/crew/articles/shiny.html">Powerful asynchronous Shiny apps with {crew}</a></p>
</li>
<li>
<p><a href="https://books.ropensci.org/targets/crew.html">Distributed computing in {targets} pipelines with {crew}</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/how-to-break-down-colour-variable-in-sjplot-plot-model-into-equally-sized-bins/">How to break down colour variable in sjPlot::plot_model into equally-sized bins</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/how-to-map-more-informative-values-onto-fill-argument-of-sjplot-plot-model/">How to map more informative values onto fill argument of sjPlot::plot_model</a></p>
</li>
<li>
<p><a href="https://pablobernabeu.github.io/2023/how-to-visually-assess-the-convergence-of-a-mixed-effects-model-by-plotting-various-optimizers/">How to visually assess the convergence of a mixed-effects model by plotting various optimizers</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-06-26/index.html">Visualization in R: Unleashing the Power of the abline() Function</a></p>
</li>
<li>
<p><a href="https://pacha.dev/blog/2023/06/24/update-apt-install-rstudio/index.html">(Update) How to install RStudio, RStudio Server and Quarto with ‘apt install’</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://ropensci.org/commcalls/jun2023-arrow/">A Journey through Arrow in R - June 28, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/building-reproducible-analytical-pipelines-in-r-workshop/">Building reproducible analytical pipelines in R workshop - June 29, 2023</a></p>
</li>
<li>
<p><a href="https://rstats.ai/nyr.html">New York R Conference - July 13-14, 2023</a></p>
</li>
<li>
<p><a href="https://posit.co/conference/">posit::conf(2023) (formerly rstudio::conf) - September 17-20, 2023</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/06/14/learnings-and-reflection-from-case-studies-what-is-next-for-the-r-validation-hub">Learnings and Reflection from Case Studies: What is Next for the R Validation Hub?</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-supervised-text-classification-in-r-workshop/">Introduction to Supervised Text Classification in R workshop</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-propensity-score-analysis-with-r-workshop/">Introduction to Propensity Score Analysis with R workshop</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/16/announce-shiny4-ws/">‘Bring a Shiny App to Production’ the hands-on workshop</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/09/announce-shiny3-ws/">‘Advanced Shiny Development’ the hands-on workshop</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Composition<a href="https://twitter.com/hashtag/ggplot2?src=hash&ref_src=twsrc%5Etfw">#ggplot2</a> <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/generativeart?src=hash&ref_src=twsrc%5Etfw">#generativeart</a> <a href="https://t.co/6kvHisjd3q">pic.twitter.com/6kvHisjd3q</a></p>— Antonio Sánchez Chinchón (@aschinchon) <a href="https://twitter.com/aschinchon/status/1673029658512613382?ref_src=twsrc%5Etfw">June 25, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W25 slice(), columns, Bayes2023-06-19T00:00:00+00:00https://rweekly.org/2023-W25
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://fosstodon.org/@jonocarroll">Jonathan Carroll</a>, with help from the RWeekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://yjunechoe.github.io/posts/2023-06-11-row-relational-operations/">Row relational operations with slice()</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/columns-in-gt-0-9-0/">Merging columns together and fixing up column labels in {gt} 0.9.0</a></p>
</li>
<li>
<p><a href="https://www.quantumjitter.com/project/bayes/">Bayes Lived Here (Probably)</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li><a href="https://quantixed.org/2023/06/16/step-by-step-recreating-a-volcano-plot-in-r/">Step By Step: recreating a volcano plot in R</a></li>
<li><a href="http://www.seascapemodels.org/rstats/2023/06/15/bayesian-sem-tute.html">Bayesian structural equation model tutorial</a></li>
<li><a href="https://blog.devgenius.io/my-computer-can-read-98bc339e1f66">My Computer Can Read!</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W25/nist_600.png" alt="" /></p>
<ul>
<li><a href="https://yjunechoe.github.io/posts/2023-06-11-row-relational-operations/">Row relational operations with slice()</a></li>
<li>
<p><a href="http://freerangestats.info/blog/2023/06/17/pacific-map-in-package">Simpler drawing of Pacific choropleth maps by @ellis2013nz</a></p>
</li>
<li><a href="https://statmodeling.stat.columbia.edu/2023/06/09/r-and-oop-anti-patterns/">R and OOP anti-patterns</a></li>
<li><a href="https://appsilon.com/automating-end-to-end-cypress-tests-in-rhino-a-guide-to-seamless-ui-testing-for-shiny-apps/">Automating End-to-End Cypress Tests in Rhino: A Guide to Seamless UI Testing for Shiny Apps</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-06-16/index.html">Mastering the Power of R’s diff() Function: A Programmer’s Guide</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-06-15/index.html">Introduction to Linear Regression in R: Analyzing the mtcars Dataset with lm()</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-06-14/index.html">Pulling a formula from a recipe object</a></li>
<li><a href="https://posit.co/blog/columns-in-gt-0-9-0/">Merging columns together and fixing up column labels in {gt} 0.9.0</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W25/gt_600.png" alt="" /></p>
<ul>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-06-13/index.html">Simplifying Model Formulas with the R Function ‘reformulate()’</a></li>
<li><a href="https://www.spsanderson.com/steveondata/posts/2023-06-08/index.html">Understanding the file.info() Function in R: Listing Files by Date</a></li>
<li><a href="https://towardsdatascience.com/how-to-write-conditional-statements-in-r-four-methods-f9bedbae0683">How to Write Conditional Statements in R: Four Methods</a></li>
<li><a href="https://reds-code-collection.netlify.app/posts/r_db_connector/">Easy and secure database access with a custom R6 package</a></li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://www.quantumjitter.com/project/bayes/">Bayes Lived Here (Probably)</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://www.r-consortium.org/blog/2023/06/12/r-consortium-funding-for-r-user-groups-highlighting-r-ladies-sao-paulo">R Consortium Funding for R User Groups! Highlighting R-Ladies São Paulo</a></li>
</ul>
<h3 id="r-users">R Users</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/06/14/use-of-r-for-meta-research-in-zurich">Use of R for Meta-Research in Zürich</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/06/12/ropensci-champions-program-teams-meet-cheryl-isabella-lim-and-mauro-lepore/">rOpenSci Champions Program Teams: Meet Cheryl Isabella Lim and Mauro Lepore</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://yongfu.name/2023/03/29/irt3/">Demystifying Item Response Theory (3/4): Improving Estimation through Partial Pooling</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://blogs.rstudio.com/tensorflow/posts/2023-06-15-safetensors">safetensors 0.1.0</a></li>
<li><a href="https://cran.r-project.org/package=safetensors">{safetensors} 0.1.0</a>: Safetensors File Format</li>
<li><a href="https://cran.r-project.org/package=fakemake">{fakemake} 1.11.0</a>: Mock the Unix Make Utility</li>
<li><a href="https://cran.r-project.org/package=cleanr">{cleanr} 1.4.0</a>: Helps You to Code Cleaner</li>
<li><a href="https://cran.r-project.org/package=reslr">{reslr} 0.1.1</a>: Modelling Relative Sea Level Data</li>
<li><a href="https://cran.r-project.org/package=pivotea">{pivotea} 1.0.0</a>: Create Pivot Table Easily</li>
<li><a href="https://cran.r-project.org/package=funpca">{funpca} 9.0</a>: Functional Principal Component Analysis</li>
<li><a href="https://cran.r-project.org/package=csalert">{csalert} 2023.6.17</a>: Alerts from Public Health Surveillance Data</li>
<li><a href="https://cran.r-project.org/package=CIfinder">{CIfinder} 1.0.0</a>: Estimate the Confidence Intervals for Predictive Values</li>
<li><a href="https://cran.r-project.org/package=read.dbc">{read.dbc} 1.0.6</a>: Read Data Stored in DBC (Compressed DBF) Files</li>
<li><a href="https://cran.r-project.org/package=ggaligner">{ggaligner} 0.1</a>: Visualizing Sequence Alignment by Generating Publication-Ready
Plots</li>
<li><a href="https://cran.r-project.org/package=boxly">{boxly} 0.1.0</a>: Interactive Box Plot</li>
<li><a href="https://cran.r-project.org/package=ergmito">{ergmito} 0.3-1</a>: Exponential Random Graph Models for Small Networks</li>
<li><a href="https://cran.r-project.org/package=document">{document} 4.0.0</a>: Run ‘roxygen2’ on (Chunks of) Single Code Files</li>
<li><a href="https://cran.r-project.org/package=vvtableau">{vvtableau} 0.0.1</a>: R Interface for ‘Tableau’ Services</li>
<li><a href="https://cran.r-project.org/package=vvcanvas">{vvcanvas} 0.0.1</a>: ‘Canvas’ LMS API Integration</li>
<li><a href="https://cran.r-project.org/package=rasciidoc">{rasciidoc} 4.1.0</a>: Create Reports Using R and ‘asciidoc’</li>
<li><a href="https://cran.r-project.org/package=disclosuR">{disclosuR} 0.0.1.0</a>: Text Conversion from Nexis Uni PDFs to R Data Frames</li>
<li><a href="https://cran.r-project.org/package=TrumpetPlots">{TrumpetPlots} 0.0.1.1</a>: Visualization of Genetic Association Studies</li>
<li><a href="https://cran.r-project.org/package=risks">{risks} 0.4.2</a>: Estimate Risk Ratios and Risk Differences using Regression</li>
<li><a href="https://cran.r-project.org/package=piglet">{piglet} 1.0.0</a>: Program for Inferring Ig Allele Similarity Clusters and
Genotypes</li>
<li><a href="https://cran.r-project.org/package=msentropy">{msentropy} 0.1.2</a>: Spectral Entropy for Mass Spectrometry Data</li>
<li><a href="https://cran.r-project.org/package=gps.track">{gps.track} 1.0.0</a>: GPS Track Point Information Extractor</li>
<li><a href="https://cran.r-project.org/package=GeneScape">{GeneScape} 1.0</a>: Simulation of Single Cell RNA-Seq Data with Complex Structure</li>
<li><a href="https://cran.r-project.org/package=aion">{aion} 1.0.0</a>: Archaeological Time Series</li>
<li><a href="https://cran.r-project.org/package=pcutils">{pcutils} 0.1.0</a>: Some Useful Functions for Statistics and Visualization</li>
<li><a href="https://cran.r-project.org/package=hdflex">{hdflex} 0.1.0</a>: High-Dimensional Aggregate Density Forecasts</li>
<li><a href="https://cran.r-project.org/package=tdata">{tdata} 0.2.0.0</a>: Prepare Your Time-Series Data for Further Analysis</li>
<li><a href="https://cran.r-project.org/package=pgenlibr">{pgenlibr} 0.3.5</a>: PLINK 2 Binary (.pgen) Reader</li>
<li><a href="https://cran.r-project.org/package=morestopwords">{morestopwords} 0.2.0</a>: All Stop Words in One Place</li>
<li><a href="https://cran.r-project.org/package=singleRcapture">{singleRcapture} 0.2.0</a>: Single-Source Capture-Recapture Models</li>
<li><a href="https://cran.r-project.org/package=mlexperiments">{mlexperiments} 0.0.2</a>: Machine Learning Experiments</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li><a href="http://dirk.eddelbuettel.com/blog/2023/06/11#sanitizers_0.1.1">sanitizers 0.1.1 on CRAN: Updated and Expanded</a></li>
<li><a href="https://cran.r-project.org/package=sanitizers">{sanitizers} 0.1.1</a>: C/C++ Source Code to Trigger Address and Undefined Behaviour</li>
<li><a href="https://cran.r-project.org/package=rdwd">{rdwd} 1.7.1</a>: Select and Download Climate Data from ‘DWD’ (German Weather
Service) - <a href="https://diffify.com/R/rdwd">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ezplot">{ezplot} 0.7.8</a>: Functions for Common Chart Types - <a href="https://diffify.com/R/ezplot">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggPMX">{ggPMX} 1.2.10</a>: ‘ggplot2’ Based Tool to Facilitate Diagnostic Plots for NLME
Models - <a href="https://diffify.com/R/ggPMX">diffify</a></li>
<li><a href="https://cran.r-project.org/package=echarts4r">{echarts4r} 0.4.5</a>: Create Interactive Graphs with ‘Echarts JavaScript’ Version 5 - <a href="https://diffify.com/R/echarts4r">diffify</a></li>
<li><a href="https://cran.r-project.org/package=datawizard">{datawizard} 0.8.0</a>: Easy Data Wrangling and Statistical Transformations - <a href="https://diffify.com/R/datawizard">diffify</a></li>
<li><a href="https://cran.r-project.org/package=octopus">{octopus} 0.3.0</a>: A Database Management Tool - <a href="https://diffify.com/R/octopus">diffify</a></li>
<li><a href="https://cran.r-project.org/package=logrx">{logrx} 0.2.2</a>: A Logging Utility Focus on Clinical Trial Programming Workflows - <a href="https://diffify.com/R/logrx">diffify</a></li>
<li><a href="https://cran.r-project.org/package=PaRe">{PaRe} 0.1.10</a>: A Way to Perform Code Review or QA on Other Packages - <a href="https://diffify.com/R/PaRe">diffify</a></li>
<li><a href="https://cran.r-project.org/package=duckdb">{duckdb} 0.8.1</a>: DBI Package for the DuckDB Database Management System - <a href="https://diffify.com/R/duckdb">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sen2r">{sen2r} 1.5.5</a>: Find, Download and Process Sentinel-2 Data - <a href="https://diffify.com/R/sen2r">diffify</a></li>
<li><a href="https://cran.r-project.org/package=testthat">{testthat} 3.1.9</a>: Unit Testing for R - <a href="https://diffify.com/R/testthat">diffify</a></li>
<li><a href="https://cran.r-project.org/package=bs4Dash">{bs4Dash} 2.3.0</a>: A ‘Bootstrap 4’ Version of ‘shinydashboard’ - <a href="https://diffify.com/R/bs4Dash">diffify</a></li>
<li><a href="https://cran.r-project.org/package=tarchetypes">{tarchetypes} 0.7.7</a>: Archetypes for Targets - <a href="https://diffify.com/R/tarchetypes">diffify</a>
Tool - <a href="https://diffify.com/R/faersquarterlydata">diffify</a></li>
<li><a href="https://cran.r-project.org/package=sportyR">{sportyR} 2.2.1</a>: Plot Scaled ‘ggplot’ Representations of Sports Playing Surfaces - <a href="https://diffify.com/R/sportyR">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rotl">{rotl} 3.1.0</a>: Interface to the ‘Open Tree of Life’ API - <a href="https://diffify.com/R/rotl">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pharmr">{pharmr} 0.96.0</a>: Interface to the ‘Pharmpy’ ‘Pharmacometrics’ Library - <a href="https://diffify.com/R/pharmr">diffify</a></li>
<li><a href="https://cran.r-project.org/package=usedthese">{usedthese} 0.3.3</a>: Summarises Package & Function Usage - <a href="https://diffify.com/R/usedthese">diffify</a></li>
<li><a href="https://cran.r-project.org/package=arrow">{arrow} 12.0.1</a>: Integration to ‘Apache’ ‘Arrow’ - <a href="https://diffify.com/R/arrow">diffify</a></li>
<li><a href="https://cran.r-project.org/package=vctrs">{vctrs} 0.6.3</a>: Vector Helpers - <a href="https://diffify.com/R/vctrs">diffify</a></li>
<li><a href="https://cran.r-project.org/package=StanHeaders">{StanHeaders} 2.26.27</a>: C++ Header Files for Stan - <a href="https://diffify.com/R/StanHeaders">diffify</a></li>
<li><a href="https://cran.r-project.org/package=animint2">{animint2} 2023.6.11</a>: Animated Interactive Grammar of Graphics - <a href="https://diffify.com/R/animint2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgcache">{pkgcache} 2.1.1</a>: Cache ‘CRAN’-Like Metadata and R Packages - <a href="https://diffify.com/R/pkgcache">diffify</a></li>
<li><a href="https://cran.r-project.org/package=pkgbuild">{pkgbuild} 1.4.1</a>: Find Tools Needed to Build R Packages - <a href="https://diffify.com/R/pkgbuild">diffify</a></li>
<li><a href="https://cran.r-project.org/package=multcomp">{multcomp} 1.4-24</a>: Simultaneous Inference in General Parametric Models - <a href="https://diffify.com/R/multcomp">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gprofiler2">{gprofiler2} 0.2.2</a>: Interface to the ‘g:Profiler’ Toolset - <a href="https://diffify.com/R/gprofiler2">diffify</a></li>
<li><a href="https://cran.r-project.org/package=and">{and} 0.1.4</a>: Construct Natural-Language Lists with Internationalization - <a href="https://diffify.com/R/and">diffify</a></li>
<li><a href="https://cran.r-project.org/package=iai">{iai} 1.10.0</a>: Interface to ‘Interpretable AI’ Modules - <a href="https://diffify.com/R/iai">diffify</a></li>
<li><a href="https://cran.r-project.org/package=texor">{texor} 1.0.3</a>: Converting ‘LaTeX’ ‘R Journal’ Articles into ‘RJ-web-articles’ - <a href="https://diffify.com/R/texor">diffify</a></li>
<li><a href="https://cran.r-project.org/package=usmap">{usmap} 0.6.2</a>: US Maps Including Alaska and Hawaii - <a href="https://diffify.com/R/usmap">diffify</a></li>
<li><a href="https://cran.r-project.org/package=rayshader">{rayshader} 0.35.7</a>: Create Maps and Visualize Data in 2D and 3D - <a href="https://diffify.com/R/rayshader">diffify</a></li>
<li><a href="https://cran.r-project.org/package=R6causal">{R6causal} 0.8.0</a>: R6 Class for Structural Causal Models - <a href="https://diffify.com/R/R6causal">diffify</a></li>
<li><a href="https://cran.r-project.org/package=politeness">{politeness} 0.9.0</a>: Detecting Politeness Features in Text - <a href="https://diffify.com/R/politeness">diffify</a></li>
<li><a href="https://cran.r-project.org/package=httptest">{httptest} 4.2.1</a>: A Test Environment for HTTP Requests - <a href="https://diffify.com/R/httptest">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiralonco">{admiralonco} 0.4.0</a>: Oncology Extension Package for ADaM in ‘R’ Asset Library - <a href="https://diffify.com/R/admiralonco">diffify</a></li>
<li><a href="https://cran.r-project.org/package=admiralophtha">{admiralophtha} 0.2.0</a>: ADaM in R Asset Library - Ophthalmology - <a href="https://diffify.com/R/admiralophtha">diffify</a></li>
<li><a href="https://cran.r-project.org/package=googledrive">{googledrive} 2.1.1</a>: An Interface to Google Drive - <a href="https://diffify.com/R/googledrive">diffify</a>
Sanitizers - <a href="https://diffify.com/R/sanitizers">diffify</a></li>
<li><a href="https://cran.r-project.org/package=ggeffects">{ggeffects} 1.2.3</a>: Create Tidy Data Frames of Marginal Effects for ‘ggplot’ from
Model Outputs - <a href="https://diffify.com/R/ggeffects">diffify</a></li>
<li><a href="https://cran.r-project.org/package=googlesheets4">{googlesheets4} 1.1.1</a>: Access Google Sheets using the Sheets API V4 - <a href="https://diffify.com/R/googlesheets4">diffify</a></li>
<li><a href="https://cran.r-project.org/package=gargle">{gargle} 1.5.0</a>: Utilities for Working with Google APIs - <a href="https://diffify.com/R/gargle">diffify</a></li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://www.carlislerainey.com/blog/2023-06-12-power-3-rule-of-364/index.html">Power, Part III: The Rule of 3.64 for Statistical Power</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W25/power_600.png" alt="" /></p>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/09/announce-shiny3-ws/">‘Advanced Shiny Development’ the hands-on workshop - June 21, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/mapping-and-spatial-analysis-with-the-2020-decennial-census-tickets-641300375687">Mapping and Spatial Analysis with the 2020 Decennial Census - June 22, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/building-reproducible-analytical-pipelines-in-r-workshop/">Building reproducible analytical pipelines in R workshop - June 29, 2023</a></p>
</li>
<li>
<p><a href="https://rstats.ai/nyr.html">New York R Conference - July 13-14, 2023</a></p>
</li>
<li>
<p><a href="https://posit.co/conference/">posit::conf(2023) (formerly rstudio::conf) - September 17-20, 2023</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/06/14/learnings-and-reflection-from-case-studies-what-is-next-for-the-r-validation-hub">Learnings and Reflection from Case Studies: What is Next for the R Validation Hub?</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-supervised-text-classification-in-r-workshop/">Introduction to Supervised Text Classification in R workshop</a></p>
</li>
<li>
<p><a href="https://r-posts.com/introduction-to-propensity-score-analysis-with-r-workshop/">Introduction to Propensity Score Analysis with R workshop</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/16/announce-shiny4-ws/">‘Bring a Shiny App to Production’ the hands-on workshop</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/09/announce-shiny3-ws/">‘Advanced Shiny Development’ the hands-on workshop</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<iframe src="https://botsin.space/@aRtsy_package/110563739532612276/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<iframe src="https://fosstodon.org/@nrennie/110526644259851345/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<script src="https://fosstodon.org/embed.js" async="async"></script>
<iframe src="https://genart.social/@georgemsavva/110522229654815567/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<iframe src="https://fosstodon.org/@coolbutuseless/110508323146671231/embed" class="mastodon-embed" style="max-width: 100%; border: 0" width="400" allowfullscreen="allowfullscreen"></iframe>
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R Weekly 2023-W24 R idioms, bslib, donut plots2023-06-11T00:00:00+00:00https://rweekly.org/2023-W24
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/TonyElHabr">Tony ElHabr</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/06/06/basic-patterns/">Three useful (to me) R patterns</a></p>
</li>
<li>
<p><a href="https://shiny.posit.co/blog/posts/bslib-dashboards/">Towards easy, delightful, and customizable dashboards in Shiny for R with {bslib}</a></p>
</li>
<li>
<p><a href="https://www.abdoulblog.com/posts/2023-05-31_ggtricks-intro/">Easily create sector (pie, donut) and series of circle charts using Cartesian coordinates and ggplot2 with the new #RStats icon {ggtricks}</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://mjfrigaard.github.io/posts/debugging/">Developing and Debugging Code with browser()</a></p>
</li>
<li>
<p><a href="https://geocompx.org/post/2023/rgdal-retirement/">Upcoming changes to popular R packages for spatial data: what you need to do</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/06/10/reflecting-on-macros/">Reflecting on Macros</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/quarto-at-work/">Quarto at Work: Streamline Reports and Share Insights</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/06/code-review-principles/">Tidyteam code review principles</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/06/spring-cleaning-2023/">Package spring cleaning</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="https://shiny.posit.co/blog/posts/bslib-dashboards/">Towards easy, delightful, and customizable dashboards in Shiny for R with {bslib}</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W24/bslib.png" alt="bslib" /></p>
<ul>
<li>
<p><a href="https://gigadom.in/2023/06/05/cricketr-analyzes-ind-aus-faceoff-in-wtc-2023/">Cricketr analyzes Ind-Aus faceoff in WTC 2023!!</a></p>
</li>
<li>
<p><a href="https://r4stats.com/2023/06/07/update-to-data-science-software-popularity/">Update to Data Science Software Popularity</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li>
<p><a href="https://posit.co/blog/using-r-in-production-with-posit-connect/">Using R in Production with Posit Connect: Deploying Models as APIs for Customer-Facing Applications</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/06/06/ecology-statistics-data-science-r-for-biodiversity-climate-change-research-2">Bridging Ecology, Statistics, and Data Science with R for Biodiversity and Climate Change Research</a></p>
</li>
<li>
<p><a href="https://datageeek.com/2023/06/07/jags-simulation-with-multivariate-state-space-model-g7-on-food-security/">JAGS Simulation with Multivariate State-Space Model: The G7 on Food Security</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://r-causal.github.io/r-causal-blog/">Causal Inference in R Blog</a></li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li><a href="https://r-causal.github.io/r-causal-blog/posts/introducing-halfmoon/">{halfmoon} 0.1.0</a>: Techniques to Build Better Balance (causal inference)</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W24/geom_mirror_histogram.png" alt="hafmoon" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=cereal">{cereal} 0.1.0</a>: Serialize ‘vctrs’ Objects to ‘JSON’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=texor">{texor} 1.0.1</a>: Converting ‘LaTeX’ ‘R Journal’ Articles into ‘RJ-web-articles’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=glmnetr">{glmnetr} 0.2-1</a>: Nested Cross Validation for the Relaxed Lasso and Other Machine
Learning Models</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gptzeror">{gptzeror} 0.0.1</a>: Identify Text Written by Large Language Models using ‘GPTZero’</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li><a href="https://github.com/erictleung/pyblack">{pyblack} 0.1.0</a>: RStudio addin to style Python code blocks with black</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://posit.co/blog/vetiver-sagemaker/">{vetiver} 0.2.1</a>: Version, Share, Deploy, and Monitor Models - <a href="https://diffify.com/R/vetiver">diffify</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/reticulate-1-29/">{reticulate} 1.29</a>: Interface to ‘Python’ - <a href="https://diffify.com/R/reticulate">diffify</a></p>
</li>
<li>
<p><a href="https://blogs.rstudio.com/tensorflow/posts/2023-06-07-torch-0-11">{torch} 0.11.0</a>: Tensors and Neural Networks with ‘GPU’ Acceleration - <a href="https://diffify.com/R/torch">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=survstan">{survstan} 0.0.2</a>: Fitting Survival Regression Models via ‘Stan’ - <a href="https://diffify.com/R/survstan">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=XEDOfUp_O7w">SLC-RUG June 2023 - Seven essential Excel data visualization tips (in R!)</a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://github.com/cj-holmes/split-polygon-art">Creating split polygon art</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://masalmon.eu/2023/06/06/basic-patterns/">Three useful (to me) R patterns</a></p>
</li>
<li>
<p><a href="https://epiverse-trace.github.io/posts/share-cpp/index.html">Sharing the C++ Code of an Rcpp Package</a></p>
</li>
<li>
<p><a href="https://ropensci.org/blog/2023/06/01/troubleshooting-pandoc-problems-as-an-r-user/">Troubleshooting Pandoc Problems as an R User</a></p>
</li>
<li>
<p><a href="https://wazrak.com/python-r-reticulate-and-fixing-unknown-crashes/">Python, R and Reticulate: Fixing Unknown Crashes</a></p>
</li>
<li>
<p><a href="https://www.marsja.se/how-to-randomly-select-rows-in-r-sample/">How to Randomly Select Rows in R – Sample from Dataframe</a></p>
</li>
<li>
<p><a href="https://www.jumpingrivers.com/blog/fullscreen-r-shiny-javascript-api/">Fullscreen Ahead for Shiny Applications</a></p>
</li>
<li>
<p><a href="https://www.abdoulblog.com/posts/2023-05-31_ggtricks-intro/">Easily create sector (pie, donut) and series of circle charts using Cartesian coordinates and ggplot2 with the new #RStats icon {ggtricks}</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W24/donuts_facets_montage.png" alt="ggtricks donut plot" /></p>
<ul>
<li>
<p><a href="https://rtask.thinkr.fr/mastering-file-download-in-shiny/">Mastering file download in shiny</a></p>
</li>
<li>
<p><a href="https://r-critique.com/in_operator_in_r_comparing_dates_and_strings">“%in%” operator in R: comparing dates and strings</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/access-and-analyze-the-new-2020-decennial-census-data-tickets-632022023887">Access and Analyze the New 2020 Decennial Census Data - June 15, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/mapping-and-spatial-analysis-with-the-2020-decennial-census-tickets-641300375687">Mapping and Spatial Analysis with the 2020 Decennial Census - June 22, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/building-reproducible-analytical-pipelines-in-r-workshop/">Building reproducible analytical pipelines in R workshop - June 29, 2023</a></p>
</li>
<li>
<p><a href="https://mirai-solutions.ch/news/2023/06/09/announce-shiny3-ws/">‘Advanced Shiny Development’ the hands-on workshop - June 21, 2023</a></p>
</li>
<li>
<p><a href="https://rstats.ai/nyr.html">New York R Conference - July 13-14, 2023</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Streets of New York City in current wildfire colors. <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/J4h51GExZP">pic.twitter.com/J4h51GExZP</a></p>— Ansgar Wolsing | @ansgar@vis.social (@_ansgar) <a href="https://twitter.com/_ansgar/status/1666824668664193026?ref_src=twsrc%5Etfw">June 8, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">More generative art in <a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> 🎨<a href="https://twitter.com/hashtag/GenArtClub?src=hash&ref_src=twsrc%5Etfw">#GenArtClub</a> <a href="https://twitter.com/hashtag/Rtistry?src=hash&ref_src=twsrc%5Etfw">#Rtistry</a> <a href="https://twitter.com/hashtag/GenerativeArt?src=hash&ref_src=twsrc%5Etfw">#GenerativeArt</a> <a href="https://t.co/YxbOeAd5Sm">pic.twitter.com/YxbOeAd5Sm</a></p>— Nicola Rennie | @nrennie@fosstodon.org (@nrennie35) <a href="https://twitter.com/nrennie35/status/1667939934223708163?ref_src=twsrc%5Etfw">June 11, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Share of electricity generation in Europe for this week's <a href="https://twitter.com/hashtag/TidyTuesday?src=hash&ref_src=twsrc%5Etfw">#TidyTuesday</a><br /><br />code: <a href="https://t.co/me634LCOfU">https://t.co/me634LCOfU</a><a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://t.co/Bt7cRkEque">pic.twitter.com/Bt7cRkEque</a></p>— Georgios Karamanis (@geokaramanis) <a href="https://twitter.com/geokaramanis/status/1667957204199043076?ref_src=twsrc%5Etfw">June 11, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Sometimes people ask me if I can do one-on-one R tutoring.<br /><br />Sure I can. But then my hourly rate applies. And there are many amazing *free* resources. Want to try them first?<br /><br />Here are a few that I recommend. <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a></p>— Albert Rapp (@rappa753) <a href="https://twitter.com/rappa753/status/1666444941516591112?ref_src=twsrc%5Etfw">June 7, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Just watched an insightful talk on "7 essential Excel data visualization tips (in R!)" by <a href="https://twitter.com/ivelasq3?ref_src=twsrc%5Etfw">@ivelasq3</a>. Inspired by the learnings, I created my own graph using ggpattern.<br />Code: <a href="https://t.co/IQpjRm4kEp">https://t.co/IQpjRm4kEp</a><a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://t.co/3x3E5KQNFI">pic.twitter.com/3x3E5KQNFI</a></p>— Deepali Kank (@DeepaliKank) <a href="https://twitter.com/DeepaliKank/status/1667446236645847040?ref_src=twsrc%5Etfw">June 10, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W23 gptstudio, Web Scraping with R2023-06-05T00:00:00+00:00https://rweekly.org/2023-W23
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/jonmcalder">Jon Calder</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://samuelenrique.com/posts/2023-06-02-updating-gptstudio/">On updating a chat assistant app for the RStudio IDE</a></p>
</li>
<li>
<p><a href="https://tim-tiefenbach.de/post/2023-web-scraping/">Static and Dynamic Web Scraping with R</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://rolkra.github.io/R-VSCode/">Using R + VSCode</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/05/31/comparing-analysis-method-implementations-in-software-camis">Comparing Analysis Method Implementations in Software (CAMIS)</a></p>
</li>
<li>
<p><a href="https://www.matthewrkaye.com/posts/series/doing-data-science/2023-05-27-renv-dependency-management/renv-dependency-management.html">Dependency Management</a></p>
</li>
<li>
<p><a href="https://oscarbaruffa.com/proposal/">Sharing the (unsuccessful) Big Book of R upgrade proposal</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li>
<p><a href="https://lukas-r.blog/posts/2023-06-03-searching-for-user-sessions/">How to assign Session ID’s to group event data</a></p>
</li>
<li>
<p><a href="http://gradientdescending.com/alone-australia-is-now-included-in-alone/">Alone Australia is now included in {alone}</a></p>
</li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://posit.co/blog/posit-glimpse-newsletter-06/">posit::glimpse newsletter</a></li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li><a href="https://www.zeileis.org/news/ctv/">CRAN Task Views: The next generation</a></li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li><a href="https://datavizs23.classes.andrewheiss.com/">Data Visualization with R</a>: Use R, ggplot2, and the principles of graphic design to create beautiful and truthful visualizations of data</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W23/ggridges-gradient-temp-high-low.png" alt="Data Visualization with R" /></p>
<ul>
<li>
<p><a href="https://samuelenrique.com/posts/2023-06-02-updating-gptstudio/">On updating a chat assistant app for the RStudio IDE</a></p>
</li>
<li>
<p><a href="https://mine.quarto.pub/tidyverse-2023/">What’s new in the tidyverse in 2023?</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=mirai.promises">{mirai.promises} 0.1.0</a>: use ‘mirai’ as ‘promises’ for easy integration in ‘plumber’ or ‘shiny’ pipelines.</p>
</li>
<li>
<p><a href="https://hugogruson.fr/posts/xlcutter-0-1-0/">xlcutter 0.1.0</a>: Parse Batches of ‘xlsx’ Files Based on a Template</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W23/xlcutter_template.png" alt="Screenshot of a template defined to parse the non-rectangular excel files with xlcutter" /></p>
<ul>
<li><a href="https://debruine.github.io/glossary/">{glossary 1.0.0}</a>: Add glossaries to markdown and quarto documents by tagging individual words. Definitions can be provided inline or in a separate file</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=nanonext">{nanonext} 0.9.0</a>: R binding for NNG (Nanomsg Next Gen) Lightweight Messaging Library</p>
</li>
<li>
<p><a href="https://r-nimble.org/version-1-0-0-of-nimble-released-providing-automatic-differentiation-laplace-approximation-and-hmc-sampling">{NIMBLE} 1.0.0</a>: A system for building and sharing analysis methods for statistical models, especially for hierarchical models and computationally-intensive methods (such as MCMC and SMC)</p>
</li>
<li>
<p><a href="https://rtask.thinkr.fr/attachment-v0-4-0-breaking-changes-and-configuration-file-for-a-better-experience/">{attachment} 0.4.0</a>: Breaking changes and configuration file for a better experience</p>
</li>
<li>
<p><a href="https://vincentarelbundock.github.io/countrycode/">{countrycode} 1.5.0</a>: Standardize country names, convert them into one of 40 different coding schemes, convert between coding schemes, and assign region descriptors</p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=x8eMfxnYGnc">Shiny Markdown Report - TidyX Episode 147</a></p>
</li>
</ul>
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://data.public.lu/fr/posts/bruno-rodrigues-defend-une-approche-basee-sur-la-reproductibilite-de-la-data-science-au-luxembourg/">Bruno Rodrigues défend une approche basée sur la reproductibilité de la data science au Luxembourg</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://www.andrewheiss.com/blog/2023/06/01/geocoding-routing-openstreetmap-r/">How to make fancy road trip maps with R and OpenStreetMap</a>: Use R to get geocoded location and routing data from OpenStreetMap and explore a 5,000 mile road trip around the USA</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W23/road_trip_maps.png" alt="How to make fancy road trip maps with R and OpenStreetMap" /></p>
<ul>
<li>
<p><a href="https://wazrak.com/making-a-simple-package-in-r-using-modern-tools/">Making a Simple Package in R using Modern Tools</a>: a quick guide on how to build a package very quickly (with dependencies) using devtools, usethis, and roxygen2.</p>
</li>
<li>
<p><a href="https://www.marsja.se/extract-p-values-from-lm-in-r/">Extract P-Values from lm() in R: Empower Your Data Analysis</a></p>
</li>
<li>
<p><a href="https://www.codingthepast.com/2023/06/01/Normal-Distribution.html">Checking normality in R</a></p>
</li>
<li>
<p><a href="https://tim-tiefenbach.de/post/2023-web-scraping/">Static and Dynamic Web Scraping with R</a></p>
</li>
<li>
<p><a href="https://r-graph-gallery.com/web-dumbbell-chart-with-a-gap-column.html">Dumbbell Chart with a Gap Column</a></p>
</li>
<li>
<p><a href="http://freerangestats.info/blog/2023/06/04/causality-sims">Simulating confounders, colliders and mediators</a></p>
</li>
<li>
<p><a href="https://posit.co/blog/new-in-gt-0-9-0-interactive-tables/">New in {gt} 0.9.0: Interactive tables</a></p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023/W23/gt_interactive_tables.gif" alt="New in {gt} 0.9.0: Interactive tables" /></p>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<p>R Contributor Office Hours, Thursday June 8: <a href="https://www.meetup.com/r-contributors/events/cjsfftyfcjblb/">Europe/Middle East/Asia-Pacific Hour</a> or <a href="https://www.meetup.com/r-contributors/events/sjsfftyfcjblb/">Americas Hour</a></p>
<p>Join an online Office Hour at the time that suits you to:</p>
<ul>
<li>discuss how to get started contributing to R</li>
<li>get help/feedback on contributions you are working on</li>
<li>look at open bugs/work on translations together</li>
</ul>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://events.linuxfoundation.org/r-medicine/">R Medicine 2023 - June 5-9th, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/access-and-analyze-the-new-2020-decennial-census-data-tickets-632022023887">Access and Analyze the New 2020 Decennial Census Data - June 15th, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/mapping-and-spatial-analysis-with-the-2020-decennial-census-tickets-641300375687">Mapping and Spatial Analysis with the 2020 Decennial Census - June 22th, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/building-reproducible-analytical-pipelines-in-r-workshop/">Building reproducible analytical pipelines in R workshop - June 29th, 18:00-20:00 CEST</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="rtistry">rtistry</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">In the world of <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> sometimes art meets science! 🖌👩🔬<br /><br />We plotted parrot data in the ALA to celebrate <a href="https://twitter.com/hashtag/WorldParrotDay?src=hash&ref_src=twsrc%5Etfw">#WorldParrotDay</a> 🦜 using the dominant plumage shades for each genus 🌈 and created some accidental art in the process! <br /><br />Watch out Monet 🎨 <a href="https://twitter.com/accidental_art?ref_src=twsrc%5Etfw">@accidental_aRt</a><a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a> <a href="https://twitter.com/hashtag/Rtistry?src=hash&ref_src=twsrc%5Etfw">#Rtistry</a> <a href="https://t.co/Bbxzv87L1A">pic.twitter.com/Bbxzv87L1A</a></p>— Atlas of Living Aust (@atlaslivingaust) <a href="https://twitter.com/atlaslivingaust/status/1663765028724699137?ref_src=twsrc%5Etfw">May 31, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">My new map shows the % people who never accessed the Internet in 2022 😱😱😱<a href="https://twitter.com/hashtag/RStats?src=hash&ref_src=twsrc%5Etfw">#RStats</a> <a href="https://twitter.com/hashtag/DataScience?src=hash&ref_src=twsrc%5Etfw">#DataScience</a> <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> <a href="https://twitter.com/hashtag/maps?src=hash&ref_src=twsrc%5Etfw">#maps</a> <a href="https://twitter.com/hashtag/gischat?src=hash&ref_src=twsrc%5Etfw">#gischat</a> <a href="https://twitter.com/hashtag/digital?src=hash&ref_src=twsrc%5Etfw">#digital</a> <a href="https://twitter.com/hashtag/Internet?src=hash&ref_src=twsrc%5Etfw">#Internet</a> <a href="https://t.co/VKS6jGD3mS">pic.twitter.com/VKS6jGD3mS</a></p>— Milos Popovic (@milos_agathon) <a href="https://twitter.com/milos_agathon/status/1663789852544958464?ref_src=twsrc%5Etfw">May 31, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">A <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> about the distribution of farm animals in France<a href="https://twitter.com/hashtag/Rstats?src=hash&ref_src=twsrc%5Etfw">#Rstats</a> code: <a href="https://t.co/t8RszXllYU">https://t.co/t8RszXllYU</a> <a href="https://t.co/UFwujzbVB1">pic.twitter.com/UFwujzbVB1</a></p>— Benjamin Nowak (@BjnNowak) <a href="https://twitter.com/BjnNowak/status/1664640149106376705?ref_src=twsrc%5Etfw">June 2, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">I'm building a <a href="https://twitter.com/hashtag/Rstats?src=hash&ref_src=twsrc%5Etfw">#Rstats</a> <a href="https://twitter.com/hashtag/ShinyApp?src=hash&ref_src=twsrc%5Etfw">#ShinyApp</a> to visualize the spatial distribution of sea otter foraging observations (black dots) and kelp canopy (heatmap) cover along the Monterey Peninsula. This <a href="https://twitter.com/hashtag/dataviz?src=hash&ref_src=twsrc%5Etfw">#dataviz</a> integrates published Landsat data with on-the-ground otter foraging observations. <a href="https://t.co/ZLgvFIvHf4">pic.twitter.com/ZLgvFIvHf4</a></p>— Joshua G. Smith (@Smith_JoshuaG) <a href="https://twitter.com/Smith_JoshuaG/status/1664742634332753920?ref_src=twsrc%5Etfw">June 2, 2023</a></blockquote>
<script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<img src="https://web.rweekly.org/js/index.php?idsite=1&rec=1" style="border:0" alt="" />
R Weekly 2023-W22 Curried functions, {fusen}, women parliamentarians2023-05-29T00:00:00+00:00https://rweekly.org/2023-W22
<p>Hello and welcome to this new issue!</p>
<ul>
<li><a href="https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly">How to have (my) content shared by R Weekly?</a></li>
</ul>
<p>This week’s release was curated by <a href="https://twitter.com/R_by_Ryo">Ryo Nakagawara</a>, with help from the R Weekly team members and contributors.</p>
<h3 id="highlight">Highlight</h3>
<ul>
<li>
<p><a href="https://mikedecr.netlify.app/blog/partial_fns_ggplot/">Curried functions in R - Examples with purrr and ggplot2</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/05/23/fusen-simplifying-writing-packages-for-r-users">{fusen}: Simplifying Writing Packages for R Users</a></p>
</li>
<li>
<p><a href="http://freerangestats.info/blog/2023/05/26/women-parl-map">Showing women proportion of Parliamentarians on a map</a></p>
</li>
</ul>
<h3 id="insights">Insights</h3>
<ul>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/05/23/fusen-simplifying-writing-packages-for-r-users">{fusen}: Simplifying Writing Packages for R Users</a></p>
</li>
<li>
<p><a href="https://www.r-consortium.org/blog/2023/05/24/matter-helps-solve-larger-than-memory-issues">R Consortium-Funded R Package “matter” Helps Solve Larger-Than-Memory Issues</a></p>
</li>
<li>
<p><a href="https://rviews.rstudio.com/2023/05/25/april-2023-top-40-new-cran-packages/">April 2023: “Top 40” New CRAN Packages</a></p>
</li>
<li>
<p><a href="https://blog.r-project.org/2023/05/23/not-interrupting-background-tasks-with-ctrl-c/">(Not) interrupting background tasks with Ctrl+C</a></p>
</li>
</ul>
<h3 id="r-in-the-real-world">R in the Real World</h3>
<ul>
<li><a href="http://freerangestats.info/blog/2023/05/26/women-parl-map">Showing women proportion of Parliamentarians on a map</a></li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-05-29/wom-par.png" alt="" /></p>
<ul>
<li><a href="http://freerangestats.info/blog/2023/05/28/covid-vaccinations">Covid-19 vaccination rates in the Pacific</a></li>
</ul>
<h3 id="r-in-organizations">R in Organizations</h3>
<ul>
<li><a href="https://appsilon.com/r-programming-vs-excel-for-business-workflow/">5 Ways R Programming and R Shiny Can Improve Your Business Workflows</a></li>
</ul>
<h3 id="r-in-academia">R in Academia</h3>
<ul>
<li>
<p><a href="https://davidkane.info/">David Kane’s free 6 week data science bootcamp (Target audience is high school students, but all ages are welcome.)</a></p>
</li>
<li>
<p><a href="https://www.r-exams.org/tutorials/chatgpt/">Using ChatGPT for Creating Multiple- and Single-Choice R/exams Questions</a></p>
</li>
</ul>
<h3 id="resources">Resources</h3>
<ul>
<li>
<p><a href="https://yongfu.name/2023/03/06/irt2/">Demystifying Item Response Theory (2/4): IRT as Generalized Linear Models</a></p>
</li>
<li>
<p><a href="https://www.jottr.org/2023/05/22/future-yegrug-2023-slides/">Edmonton R User Group Meetup: Futureverse - A Unifying Parallelization Framework in R for Everyone</a></p>
</li>
</ul>
<h3 id="new-packages">New Packages</h3>
<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>
<p><strong>CRAN</strong></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=agena.ai">{agena.ai} 1.0.0</a>: R Wrapper for ‘agena.ai’ API</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cascadeSelect">{cascadeSelect} 1.0.0</a>: A Cascade Select Input for ‘Shiny’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=kanjistat">{kanjistat} 0.9.1</a>: A Statistical Framework for the Analysis of Japanese Kanji Characters</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-05-29/kanjistat.PNG" alt="" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=boxplotcluster">{boxplotcluster} 0.1</a>: Clustering Method Based on Boxplot Statistics</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggautomap">{ggautomap} 0.3.2</a>: Create Maps from a Column of Place Names</p>
</li>
</ul>
<p><img src="https://raw.githubusercontent.com/rweekly/image/master/2023-05-29/ggautomatp.PNG" alt="" /></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=crossvalidationCP">{crossvalidationCP} 1.1</a>: Cross-Validation for Change-Point Regression</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=sqlHelpers">{sqlHelpers} 0.1.0</a>: Collection of ‘SQL’ Utilities for ‘T-SQL’ and ‘Postgresql’</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=covidnor">{covidnor} 2023.05.18</a>: Public COVID-19 Data for Norway</p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=washi">{washi} 0.1.0</a>: Washington Soil Health Initiative Branding</p>
</li>
</ul>
<p><strong>GitHub or Bitbucket</strong></p>
<ul>
<li>
<p><a href="https://github.com/seankross/nosh">{nosh} 0.1.0</a>: Opinionated Notion API Access</p>
</li>
<li>
<p><a href="https://github.com/edgararuiz/chattr">{chattr} 0.0.0.9002</a>: Integrates LLM’s with the RStudio IDE</p>
</li>
</ul>
<h3 id="updated-packages">Updated Packages</h3>
<p><i>🔍 <a href="https://r-universe.dev/search/">Search on R-universe</a> 🔍</i></p>
<ul>
<li>
<p><a href="https://cran.r-project.org/package=gifski">{gifski} 1.12.0</a>: Highest Quality GIF Encoder - <a href="https://diffify.com/R/gifski">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=areaplot">{areaplot} 2.0.0</a>: Plot Stacked Areas and Confidence Bands as Filled Polygons - <a href="https://diffify.com/R/areaplot">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=transport">{transport} 0.14-1</a>: Computation of Optimal Transport Plans and Wasserstein Distances - <a href="https://diffify.com/R/transport">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=igraph">{igraph} 1.4.3</a>: Network Analysis and Visualization - <a href="https://diffify.com/R/igraph">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggdag">{ggdag} 0.2.9</a>: Analyze and Create Elegant Directed Acyclic Graphs - <a href="https://diffify.com/R/ggdag">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=targets">{targets} 1.1.3</a>: Dynamic Function-Oriented ‘Make’-Like Declarative Pipelines - <a href="https://diffify.com/R/targets">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=sf">{sf} 1.0-13</a>: Simple Features for R - <a href="https://diffify.com/R/sf">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=gginnards">{gginnards} 0.1.2</a>: Explore the Innards of ‘ggplot2’ Objects - <a href="https://diffify.com/R/gginnards">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=learnr">{learnr} 0.11.4</a>: Interactive Tutorials for R - <a href="https://diffify.com/R/learnr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=knitr">{knitr} 1.43</a>: A General-Purpose Package for Dynamic Report Generation in R - <a href="https://diffify.com/R/knitr">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=tidyBdE">{tidyBdE} 0.3.3</a>: Download Data from Bank of Spain - <a href="https://diffify.com/R/tidyBdE">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=h2o">{h2o} 3.40.0.4</a>: R Interface for the ‘H2O’ Scalable Machine Learning Platform - <a href="https://diffify.com/R/h2o">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=ggblanket">{ggblanket} 2.0.0</a>: Simplify ‘ggplot2’ Visualisation - <a href="https://diffify.com/R/ggblanket">diffify</a></p>
</li>
<li>
<p><a href="https://cran.r-project.org/package=cartogram">{cartogram} 0.3.0</a>: Create Cartograms with R - <a href="https://diffify.com/R/cartogram">diffify</a></p>
</li>
</ul>
<h3 id="videos-and-podcasts">Videos and Podcasts</h3>
<ul>
<li>
<p><a href="https://rweekly.fireside.fm/">Listen to the R-Weekly Highlights Podcast</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=Y80iGc5Vjyc">HTML and CSS for R Users with Albert Rapp</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=Li8R0QztakM">How to Make a Custom R Package</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=S3QBlcNFKAI">Use xgboost and effect encodings to model tornadoes</a></p>
</li>
<li>
<p><a href="https://www.youtube.com/watch?v=W47GNlwDkxg">Can You Download Handler This? - TidyX Episode 146 </a></p>
</li>
</ul>
<h3 id="gist--cookbook">Gist & Cookbook</h3>
<ul>
<li><a href="https://github.com/gkaramanis/tidytuesday/tree/master/2023/2023-week_20">TidyTuesday - Tornados (1950-2022)</a></li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-05-19/index.html">Mastering File Manipulation with R’s list.files() Function</a></p>
</li>
<li>
<p><a href="https://www.stat.auckland.ac.nz/~paul/Reports/GraphicsEngine/compositing/compositing.html">Porter-Duff Compositing Operators in R Graphics</a></p>
</li>
<li>
<p><a href="https://www.spsanderson.com/steveondata/posts/2023-05-23/index.html">What is the sink() function? Capturing Output to External Files</a></p>
</li>
<li>
<p><a href="https://mikedecr.netlify.app/blog/partial_fns_ggplot/">Curried functions in R - Examples with purrr and ggplot2</a></p>
</li>
<li>
<p><a href="https://www.paulamoraga.com/tutorial-terra/">The terra package for raster and vector data</a></p>
</li>
<li>
<p><a href="https://jcarroll.com.au/2023/05/26/which-plot-was-that/">Which Plot Was That? Plotly subplots and customdata</a></p>
</li>
<li>
<p><a href="https://www.tidyverse.org/blog/2023/05/purrr-walk-this-way/">purrr::walk() this way</a></p>
</li>
<li>
<p><a href="https://www.pawpawanalytics.com/post/2023-05-23-using-the-us-census-geocoder-in-r/">Using the US Census Geocoder in R</a></p>
</li>
</ul>
<!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
<h3 id="r-internationally">R Internationally</h3>
<ul>
<li><a href="https://github.com/kyodo-official/gender-gap-index">都道府県版ジェンダー・ギャップ指数(2023年版)</a></li>
</ul>
<h3 id="r-project-updates">R Project Updates</h3>
<p>Updates from <a href="http://developer.r-project.org/blosxom.cgi/R-devel/NEWS">R Core</a>:</p>
<h3 id="upcoming-events-in-3-months">Upcoming Events in 3 Months</h3>
<p>Events in 3 Months:</p>
<ul>
<li>
<p><a href="https://jumpingrivers.github.io/meetingsR/events.html">A list of R conferences and meetings</a></p>
</li>
<li>
<p><a href="https://community.rstudio.com/c/irl">This week’s local R-User and applied stats events</a></p>
</li>
<li>
<p><a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine">Weekly R Workshops for Ukraine</a></p>
</li>
<li>
<p><a href="https://events.linuxfoundation.org/r-medicine/">R Medicine 2023 - June 5-9th, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/access-and-analyze-the-new-2020-decennial-census-data-tickets-632022023887">Access and Analyze the New 2020 Decennial Census Data - June 15th, 2023</a></p>
</li>
<li>
<p><a href="https://www.eventbrite.com/e/mapping-and-spatial-analysis-with-the-2020-decennial-census-tickets-641300375687">Mapping and Spatial Analysis with the 2020 Decennial Census - June 22th, 2023</a></p>
</li>
<li>
<p><a href="https://r-posts.com/building-reproducible-analytical-pipelines-in-r-workshop/">Building reproducible analytical pipelines in R workshop - June 29th, 18:00-20:00 CEST</a></p>
</li>
</ul>
<h3 id="jobs">Jobs</h3>
<p><i>💼 <a href="https://community.rstudio.com/c/jobs/">Explore Jobs & Gigs Board on RStudio Community</a> 💼</i></p>
<h3 id="quotes-of-the-week">Quotes of the Week</h3>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Found this really nice timeline about the history of <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a>.<br /><br />It is very interesting how <a href="https://twitter.com/hashtag/bioconductor?src=hash&ref_src=twsrc%5Etfw">#bioconductor</a> is created just one year after the stable version of R.<br /><br />And RStudio first release happens only in 2011, 4 years after Hadley's ggplot2!<br /><br />Source: <a href="https://t.co/RYoVg3g4Jc">https://t.co/RYoVg3g4Jc</a> <a href="https://t.co/u92khLVDEJ">pic.twitter.com/u92khLVDEJ</a></p>— Flávia E. Rius (@flaviaerius) <a href="https://twitter.com/flaviaerius/status/1661157148406185984?ref_src=twsrc%5Etfw">May 23, 2023</a></blockquote>
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<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Things that absolutely revolutionised R in the last 10 years:<br /><br />- RStudio<br />- %>%<br />- tidyverse<br />- Rmd<br />- Stan<br /><br />What am I missing?</p>— Dr Kristian Brock (@CatchTwentyToo) <a href="https://twitter.com/CatchTwentyToo/status/1660962242433626112?ref_src=twsrc%5Etfw">May 23, 2023</a></blockquote>
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<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Anyone have thoughts about the best way to export a csv file from R in a way that retains leading zeros for a character column? <a href="https://twitter.com/hashtag/rstats?src=hash&ref_src=twsrc%5Etfw">#rstats</a></p>— Crystal Lewis (@Cghlewis) <a href="https://twitter.com/Cghlewis/status/1661135850745348097?ref_src=twsrc%5Etfw">May 23, 2023</a></blockquote>
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