R Weekly 2024-W17 volcano plots, box, duckplyr

22 Apr 2024

• How to have (my) content shared by R Weekly?github.com ( github.com ) 

This week’s release was curated by Jonathan Carrollfosstodon.org, with help from the RWeekly team members and contributors. ( fosstodon.org ) 

Highlight

• Interactive volcano plots with the ggiraph R packagetomsing1.github.io ( tomsing1.github.io ) 

• Modular R code for analytical projects with {box}owenjonesuob.github.io ( owenjonesuob.github.io ) 

• Kicking tyreswww.hiddenelephants.co.uk ( hiddenelephants.co.uk ) 

Insights

• Querying JSON files with AWS Athena and the noctua R packagetomsing1.github.io ( tomsing1.github.io ) 
• Interactive volcano plots with the ggiraph R packagetomsing1.github.io ( tomsing1.github.io ) 

• Navigating the Data Pipes: An R Programming Journey with Mario Bros.medium.com ( medium.com ) 
• PowerQuery Puzzle solved with Rmedium.com ( medium.com ) 
• Jack polynomials with symbolic parameterlaustep.github.io ( laustep.github.io ) 
• 3MW (Hosting HTML files)3mw.albert-rapp.de ( 3mw.albert-rapp.de ) 
• Modular R code for analytical projects with {box}owenjonesuob.github.io ( owenjonesuob.github.io ) 
• KNN vs. XGBoost Rivalry: Women Employment in Managementdatageeek.com ( datageeek.com ) 
• Simulation to understand two kinds of measurement error in regressionstatmodeling.stat.columbia.edu ( statmodeling.stat.columbia.edu ) 
• Asset Allocationdatawookie.dev ( datawookie.dev ) 
• Parameter Constraints & Significancedatawookie.dev ( datawookie.dev ) 
• Risk/Reward Tradeoffdatawookie.dev ( datawookie.dev ) 
• Model Validationdatawookie.dev ( datawookie.dev ) 
• Parameter Significance & Parsimonious Modelsdatawookie.dev ( datawookie.dev ) 
• Leverage Effectdatawookie.dev ( datawookie.dev ) 
• Skewed Returnsdatawookie.dev ( datawookie.dev ) 
• What is a GARCH Model?datawookie.dev ( datawookie.dev ) 
• A Guide to Removing Multiple Rows in R Using Base Rwww.spsanderson.com ( spsanderson.com ) 
• Mastering Rows: Selecting by Index in Rwww.spsanderson.com ( spsanderson.com ) 
• Estimating Chi-Square Distribution Parameters Using Rwww.spsanderson.com ( spsanderson.com ) 
• Selecting Rows with Specific Values: Exploring Options in Rwww.spsanderson.com ( spsanderson.com ) 
• A Guide to Selecting Rows with NA Values in R Using Base Rwww.spsanderson.com ( spsanderson.com ) 
• Extracting the Last N’th Row in R Data Frameswww.spsanderson.com ( spsanderson.com ) 
• Checking Row Existence Across Data Frames in Rwww.spsanderson.com ( spsanderson.com ) 
• Masterclass: Data Cleaning with R3mw.albert-rapp.de ( 3mw.albert-rapp.de ) 
• R Highcharts Drilldown - How to Create Animated and Interactive Drilldown Charts in Rwww.appsilon.com ( appsilon.com ) 

• Why Attending ShinyConf 2024 Can Be a Game Changer for Your Careerwww.appsilon.com ( appsilon.com ) 
• Kicking tyreswww.hiddenelephants.co.uk ( hiddenelephants.co.uk ) 

R Users

• Navigating R’s Impact in Vienna: Insights from the Finance and Pharmaceutical Sectorswww.r-consortium.org ( r-consortium.org ) 
• Building Data Highways: Kirill Müller’s Journey in Enhancing R’s Databasewww.r-consortium.org ( r-consortium.org ) 

New Packages

📦 Go Live for More New Pkgs 📦

CRAN

• {sqltargets}github.com - targets extension for standalone SQL files. ( github.com ) 
• {bagyo} 0.1.1cran.r-project.org: Philippine Tropical Cyclones Data (posternest.guevarra.io) ( cran.r-project.org ) 
• {RbyExample} 0.0.100cran.r-project.org: Data for the Book “R by Example” ( cran.r-project.org ) 
• {login} 0.9.3cran.r-project.org: ‘shiny’ Login Module ( cran.r-project.org ) 
• {geonode4R} 0.1cran.r-project.org: Interface to ‘GeoNode’ REST API ( cran.r-project.org ) 
• {xlcharts} 0.0.1cran.r-project.org: Create Native ‘Excel’ Charts and Work with Microsoft ‘Excel’ Files ( cran.r-project.org ) 
• {future.mirai} 0.2.0cran.r-project.org: A ‘Future’ API for Parallel Processing using ‘mirai’ ( cran.r-project.org ) 
• {ipeaplot} 0.3.1cran.r-project.org: Add Ipea Editorial Standards to ‘ggplot2’ Graphics ( cran.r-project.org ) 
• {sentopics} 0.7.3cran.r-project.org: Tools for Joint Sentiment and Topic Analysis of Textual Data ( cran.r-project.org ) 
• {filters} 0.3.1cran.r-project.org: A “Snake_case” Filter System for R ( cran.r-project.org ) 
• {DataPackageR} 0.15.9cran.r-project.org: Construct Reproducible Analytic Data Sets as R Packages ( cran.r-project.org ) 
• {Paris2024Colours} 0.1.2cran.r-project.org: Color Palettes Inspired by Paris 2024 Olympic and Paralympic Games ( cran.r-project.org ) 
• {cardinalR} 0.1.1cran.r-project.org: Collection of Data Structures ( cran.r-project.org ) 
• {mapmisc} 2.1.0cran.r-project.org: Utilities for Producing Maps ( cran.r-project.org ) 
• {reproducible} 2.0.12cran.r-project.org: Enhance Reproducibility of R Code ( cran.r-project.org ) 
• {zendown} 0.0.2cran.r-project.org: Access Files from ‘Zenodo’ Deposits ( cran.r-project.org ) 
• {ElevDistr} 1.0.8cran.r-project.org: Calculate the Distance to the Nearest Local Treeline ( cran.r-project.org ) 
• {relcircle} 1.0cran.r-project.org: Draw Regulatory Relationships Between Genes ( cran.r-project.org ) 
• {heck} 0.1.0cran.r-project.org: Highly Performant String Case Converter ( cran.r-project.org ) 
• {smplot2} 0.2.0cran.r-project.org: Creating and Annotating a Composite Plot in ‘ggplot2’ ( cran.r-project.org ) 
• {WayFindR} 0.1.2cran.r-project.org: Computing Graph Structures on WikiPathways ( cran.r-project.org ) 

GitHub or Bitbucket

• {rrr}github.com ( github.com ) 

Updated Packages

🔍 Search on R-universer-universe.dev 🔍 ( r-universe.dev ) 

• gssr is now two packages: gssr and gssrdockieranhealy.org ( kieranhealy.org ) 
• {RcppArmadillo} 0.12.8.2.1cran.r-project.org: ‘Rcpp’ Integration for the ‘Armadillo’ Templated Linear Algebra Library - diffifydiffify.com (postdirk.eddelbuettel.com) ( cran.r-project.org ) 
• {tune} 1.2.1cran.r-project.org: Tidy Tuning Tools - diffifydiffify.com (postwww.tidyverse.org) ( cran.r-project.org ) 
• {savvy} 0.6.0yutannihilation.github.io ( yutannihilation.github.io ) 
• {tidypolars} 0.7.0tidypolars.etiennebacher.com ( tidypolars.etiennebacher.com ) 
• {Factoshiny} 2.6cran.r-project.org: Perform Factorial Analysis from ‘FactoMineR’ with a Shiny Application - diffifydiffify.com ( cran.r-project.org ) 
• {FactoMineR} 2.10cran.r-project.org: Multivariate Exploratory Data Analysis and Data Mining - diffifydiffify.com ( cran.r-project.org ) 
• {dbparser} 2.0.3cran.r-project.org: Drugs Databases Parser - diffifydiffify.com ( cran.r-project.org ) 
• {keras} 2.15.0cran.r-project.org: R Interface to ‘Keras’ - diffifydiffify.com ( cran.r-project.org ) 
• {protr} 1.7-1cran.r-project.org: Generating Various Numerical Representation Schemes for Protein Sequences - diffifydiffify.com ( cran.r-project.org ) 
• {tourr} 1.2.0cran.r-project.org: Tour Methods for Multivariate Data Visualisation - diffifydiffify.com ( cran.r-project.org ) 
• {tfruns} 1.5.3cran.r-project.org: Training Run Tools for ‘TensorFlow’ - diffifydiffify.com ( cran.r-project.org ) 
• {redcapAPI} 2.9.0cran.r-project.org: Interface to ‘REDCap’ - diffifydiffify.com ( cran.r-project.org ) 
• {neuralGAM} 1.1.1cran.r-project.org: Interpretable Neural Network Based on Generalized Additive Models - diffifydiffify.com ( cran.r-project.org ) 
• {censored} 0.3.1cran.r-project.org: ‘parsnip’ Engines for Survival Models - diffifydiffify.com ( cran.r-project.org ) 
• {listarrays} 0.4.0cran.r-project.org: A Toolbox for Working with R Arrays in a Functional Programming Style - diffifydiffify.com ( cran.r-project.org ) 
• {envir} 0.3.0cran.r-project.org: Manage R Environments Better - diffifydiffify.com ( cran.r-project.org ) 
• {commafree} 0.2.0cran.r-project.org: Call Functions Without Commas Between Arguments - diffifydiffify.com ( cran.r-project.org ) 
• {hdf5r.Extra} 0.0.6cran.r-project.org: Extensions for ‘HDF5’ R Interfaces - diffifydiffify.com ( cran.r-project.org ) 
• {pkgdown} 2.0.9cran.r-project.org: Make Static HTML Documentation for a Package - diffifydiffify.com ( cran.r-project.org ) 
• {felp} 0.5.0cran.r-project.org: Functional Help for Functions, Objects, and Packages - diffifydiffify.com ( cran.r-project.org ) 
• {keras3} 0.2.0cran.r-project.org: R Interface to ‘Keras’ - diffifydiffify.com+ {explainer} 1.0.1cran.r-project.org: Machine Learning Model Explainer - diffifydiffify.com ( cran.r-project.org ) 
• {adbcsqlite} 0.11.0.1cran.r-project.org: ‘Arrow’ Database Connectivity (‘ADBC’) ‘SQLite’ Driver - diffifydiffify.com ( cran.r-project.org ) 
• {targets} 1.7.0cran.r-project.org: Dynamic Function-Oriented ‘Make’-Like Declarative Pipelines - diffifydiffify.com ( cran.r-project.org ) 
• {tarchetypes} 0.9.0cran.r-project.org: Archetypes for Targets - diffifydiffify.com ( cran.r-project.org ) 
• {shinyWidgets} 0.8.5cran.r-project.org: Custom Inputs Widgets for Shiny - diffifydiffify.com ( cran.r-project.org ) 
• {tern} 0.9.4cran.r-project.org: Create Common TLGs Used in Clinical Trials - diffifydiffify.com ( cran.r-project.org ) 
• {ggfortify} 0.4.17cran.r-project.org: Data Visualization Tools for Statistical Analysis Results - diffifydiffify.com ( cran.r-project.org ) 
• {sassy} 1.2.4cran.r-project.org: Makes ‘R’ Easier for Everyone - diffifydiffify.com ( cran.r-project.org ) 
• {optparse} 1.7.5cran.r-project.org: Command Line Option Parser - diffifydiffify.com ( cran.r-project.org ) 
• {tuneR} 1.4.7cran.r-project.org: Analysis of Music and Speech - diffifydiffify.com ( cran.r-project.org ) 
• {lme4} 1.1-35.3cran.r-project.org: Linear Mixed-Effects Models using ‘Eigen’ and S4 - diffifydiffify.com ( cran.r-project.org ) 
• {tiledb} 0.26.0cran.r-project.org: Modern Database Engine for Complex Data Based on Multi-Dimensional Arrays - diffifydiffify.com ( cran.r-project.org ) 
• {tensorflow} 2.16.0cran.r-project.org: R Interface to ‘TensorFlow’ - diffifydiffify.com ( cran.r-project.org ) 
• {explore} 1.3.0cran.r-project.org: Simplifies Exploratory Data Analysis - diffifydiffify.com ( cran.r-project.org ) 
• {bookdown} 0.39cran.r-project.org: Authoring Books and Technical Documents with R Markdown - diffifydiffify.com ( cran.r-project.org ) 
• {Rd2roxygen} 1.16cran.r-project.org: Convert Rd to ‘Roxygen’ Documentation - diffifydiffify.com ( cran.r-project.org ) 
• {rtables} 0.6.7cran.r-project.org: Reporting Tables - diffifydiffify.com ( cran.r-project.org ) 
• {rlistings} 0.2.8cran.r-project.org: Clinical Trial Style Data Readout Listings - diffifydiffify.com ( cran.r-project.org ) 
• {ggeffects} 1.5.2cran.r-project.org: Create Tidy Data Frames of Marginal Effects for ‘ggplot’ from Model Outputs - diffifydiffify.com ( cran.r-project.org ) 
• {tidyfst} 1.7.8cran.r-project.org: Tidy Verbs for Fast Data Manipulation - diffifydiffify.com ( cran.r-project.org ) 
• {reticulate} 1.36.0cran.r-project.org: Interface to ‘Python’ - diffifydiffify.com ( cran.r-project.org ) 
• {testthat} 3.2.1.1cran.r-project.org: Unit Testing for R - diffifydiffify.com ( cran.r-project.org ) 
• {fanyi} 0.0.7cran.r-project.org: Translate Words or Sentences via Online Translators - diffifydiffify.com ( cran.r-project.org ) 
• {collapse} 2.0.13cran.r-project.org: Advanced and Fast Data Transformation - diffifydiffify.com ( cran.r-project.org ) 
• {marginaleffects} 0.19.0cran.r-project.org: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests - diffifydiffify.com ( cran.r-project.org ) 

Videos and Podcasts

• Listen to the R-Weekly Highlights Podcastserve.podhome.fm ( serve.podhome.fm ) 

R Internationally

• Repräsentativität, Stichprobe und Grundgesamtheitseanfobbe.com 🇩🇪 ( seanfobbe.com ) 

Tutorials

• simstudy enhancement: specifying idiosyncratic follow-up times for longitudinal datawww.rdatagen.net ( rdatagen.net ) 

R Project Updates

Updates from R Coredeveloper.r-project.org: ( developer.r-project.org ) 

Call for Participation

• R Package Logo Design Contestwww.shinyconf.com ( shinyconf.com ) 

• Announcing the 2024 Table Contestposit.co ( posit.co ) 

Upcoming Events in 3 Months

Events in 3 Months:

• Decade of Data: Celebrating 10 Years of Innovation at the New York R Conferencewww.r-consortium.org ( r-consortium.org ) 

• Optimal policy learning based on causal machine learning in R workshopr-posts.com ( r-posts.com ) 

• Unlocking Financial Insights: Join Us at the R Finance Conferencewww.r-consortium.org ( r-consortium.org ) 

• R/Medicine Coming June 10-14, 2024 – Call for Abstracts Open – Keynotes Announcedwww.r-consortium.org ( r-consortium.org ) 

• Workshops at posit::conf(2024)posit.co ( posit.co ) 

• A list of R conferences and meetingsjumpingrivers.github.io ( jumpingrivers.github.io ) 

• This week’s local R-User and applied stats eventscommunity.rstudio.com ( community.rstudio.com ) 

• Weekly R Workshops for Ukrainesites.google.com ( sites.google.com ) 

• SatRdays London 2024: Registration Closing Soonwww.jumpingrivers.com ( jumpingrivers.com ) 

Jobs

💼 Explore Jobs & Gigs Board on RStudio Communitycommunity.rstudio.com 💼 ( community.rstudio.com ) 

Quotes of the Week