R Weekly 2024-W17 volcano plots, box, duckplyr
- 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.
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
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 🔍
- 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:
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 💼