R Weekly 2023-W51 Style code with {epoxy}, R typing shortcuts, quarto reproducible reporting

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Hello and welcome to this new issue!

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

This week’s release was curated by Ryo Nakagawara, with help from the R Weekly team members and contributors.

Highlight

• Style your code output with {epoxy}
• Get Good with R: Typing Skills and Shortcuts
• Introduction to reproducible reporting with Quarto

Insights

• Empowering R in Paris: Mouna Belaid’s Journey with R-Ladies and the French R Community
• Introduction of R activities in Japan 
• femR: Bridging Physics and Statistics in R with Support from the R Consortium
• The 10 most popular R books of 2023

R in the Real World

• Knowledge Retrieval and Task Automation: with R and GPT on the Histories

• Patience is overrated – embrace the thrill of parsing streaming data as it arrives!

R in Organizations

• New R/Insurance Webinar Series: The Journey from Excel to High-Performance Programming in R
• Webinar: Use of R in Japan’s Pharma Industry

Resources

• Introduction to reproducible reporting with Quarto
• Japan R for Research & Data Analysis Meetup 2023

New Packages

📦 Go Live for More New Pkgs 📦

CRAN

• {explainer} 1.0.0: Machine Learning Model Explainer

• {ggfixest} 0.1.0: Dedicated ‘ggplot2’ Methods for ‘fixest’ Objects

• {Apollonius} 1.0.1: 2D Apollonius Graphs

• {adbi} 0.0.2: ‘DBI’ Compliant Database Access Using ‘ADBC’

• {parcats} 0.0.5: Interactive Parallel Categories Diagrams for ‘easyalluvial’

• {randomMachines} 0.1.0: An Ensemble Modeling using Random Machines

GitHub or Bitbucket

• {trelliscope} 0.1.5: Trelliscope is an R package that enables interactive exploration of data frames of visualizations.

• {litter} 0.0.0.9000: ‘Lit’ Components for ‘Shiny’.

Updated Packages

🔍 Search on R-universe 🔍

• {cowplot} 1.1.2: Streamlined Plot Theme and Plot Annotations for ‘ggplot2’ - diffify

• {rsconnect} 1.2.0: Deploy Docs, Apps, and APIs to ‘Posit Connect’, ‘shinyapps.io’, and ‘RPubs’ - diffify

• {roboBayes} 1.2: Robust Online Bayesian Monitoring - diffify

• {recipes} 1.0.9: Preprocessing and Feature Engineering Steps for Modeling - diffify

• {easyalluvial} 0.3.2: Generate Alluvial Plots with a Single Line of Code

• {ragg} 1.2.7: Graphic Devices Based on AGG - diffify

• RProtoBuf 0.4.21 on CRAN: Updated Upstream Support!

• RcppInt64 0.0.4 on CRAN: Minor Bugfix

• {duke} 0.0.3: Creating a Color-Blind Friendly Duke Color Package - diffify

• {signnet} 1.0.3: Methods to Analyse Signed Networks - diffify

• {maps} 3.4.2: Draw Geographical Maps - diffify

• {tidyterra} 0.5.1: ‘tidyverse’ Methods and ‘ggplot2’ Helpers for ‘terra’ Objects - diffify

• {ggridges} 0.5.5: Ridgeline Plots in ‘ggplot2’ - diffify

• {readrba} 0.1.6: Download and Tidy Data from the Reserve Bank of Australia - diffify

Videos and Podcasts

• Listen to the R-Weekly Highlights Podcast

• This R Package Helps You To Avoid Formatting Mistakes

• The Power of Plotting Compels You: TidyX Episode 165

• Empirical Bayes for Doctor Who episodes

Tutorials

• Correlation Matrix in R: A Hands-On Guide for Practical Analysis

• Effect of Shiny Widgets with Google Lighthouse
• Advent of Array Elegance (AoC2023 Day 7)
• Get Good with R: Typing Skills and Shortcuts
• Beautiful Maps with R (V): Point densities

• Demystifying Odds Ratios in Logistic Regression: Your R Recipe for Loan Defaults
• Style your code output with {epoxy}
• Decoding the Mystery: How to Interpret Regression Output in R Like a Champ
• Conquering Unequal Variance with Weighted Least Squares in R: A Practical Guide
• reactable Visualization of Allocation
• Simulating spatial patterns with the spatial kinetic Ising model

R Project Updates

Updates from R Core:

Upcoming Events in 3 Months

Events in 3 Months:

• A list of R conferences and meetings

• This week’s local R-User and applied stats events

• Weekly R Workshops for Ukraine

Jobs

💼 Explore Jobs & Gigs Board on RStudio Community 💼

Quotes of the Week

Earthquakes (> M2.5) of Alaska, 1923 to 2023. My slow trek along the ring of fire continues.#rayshader adventures, an #rstats tale pic.twitter.com/Un6OJQvP4j

— tterence on bsky (@researchremora) December 14, 2023

ICYMI: the 2018-2022 American Community Survey estimates were released last week, and are ready-to-go in #rstats tidycensus!

Here's a fun visualization you can try: a ridgeline plot of median household incomes for Census tracts by state

Code here: https://t.co/zUzanq5pLN pic.twitter.com/qtt4uo0zyd

— Kyle Walker (@kyle_e_walker) December 14, 2023

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