Live
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R Weekly 2025-W06 LLM code, Gapminder, Our World in Data
This week’s release was curated by Jonathan Kitt, with help from the R Weekly team members and contributors.
Highlight
Insights
- RcppStreams 0.1.4 Maintenance
- rOpenSci News Digest, January 2025
- Gapminder: how has the world changed?
R in the Real World
R in Organizations
- Shiny Gathering x Pharmaverse Recap: Simplifying R Package Quality with the {riskassessment} App
- Using AI with R - R for the rest of us
R in Academia
- Decomposing within and between person effects in longitudinal data with SEM in R workshop
- Extensions of the survey package in R providing a new used interface and resampling methods for especially complex sample designs
Resources
New Packages
📦 Keep up to date wtih CRANberries 📦
CRAN
- {jobqueue} 1.0.1: Run Interruptible Code Asynchronously
- {ggfootball} 0.1.0: Plotting Expected Goals (xG) Stats with Understat Data
- {shinyCLT} 0.9.3: Central Limit Theorem ‘shiny’ Application
- {layer} 0.0.3: Tilt your Maps and Turn Them into ‘ggplot’ Plots
- {superspreading} 0.3.0: Understand Individual-Level Variation in Infectious Disease Transmission
Updated Packages
- {brulee} 0.4.0: High-Level Modeling Functions with ‘torch’ - diffify
- {torch} 0.14.0: Tensors and Neural Networks with ‘GPU’ Acceleration - diffify
- {chattr} 0.2.1: Interact with Large Language Models in ‘RStudio’ - diffify
- {shinyscholar} 0.2.4: A Template for Creating Reproducible ‘shiny’ Applications - diffify
- {vegan} 2.6-10: Community Ecology Package - diffify
- {tidyclust} 0.2.4: A Common API to Clustering - diffify
- {surveydown} 0.8.0: Markdown-Based Surveys Using ‘Quarto’ and ‘shiny’ - diffify
- {report} 0.6.0: Automated Reporting of Results and Statistical Models - diffify
- {tidyHeatmap} 1.11.4: A Tidy Implementation of Heatmap - diffify
- {fusen} 0.7.1: Build a Package from Rmarkdown Files - diffify
Videos and Podcasts
Shiny Apps
R Internationally
-
[Bioconductor Course Nairobi, Kenya March 2025](https://training.bioconductor.org/workshops/2025-03-Nairobi/index.html)
Tutorials
- Downloading datasets from Our World in Data in R
- Thinking about covariates in an analysis of an RCT
- Three experiments in LLM code assist with RStudio and Positron
- nanoparquet 0.4.0
- How to Remove Duplicate Rows in R: A Complete Guide to Data Cleaning
- 3MW (Extract Information From Images and PDFs With R & LLMs)
- How to run a T-Test in R
R Project Updates
Updates from R Core:
Updates from the R Contribution Working Group (RCWG):
- R Contributor Office Hours, Thursday February 6: 10:00-11:00 UTC or 09:30-11:00 PST. R Core developer Martin Maechler will be joining the first office hour.
Call for Participation
Upcoming Events in 3 Months
Events in 3 Months:
Connect
Join the Data Science Learning Community
rtistry
Genuary 2025 Day 30: Abstract map. 🎨 #Genuary #Genuary2025 #RStats #Rtistry #GenerativeArt #Genuary30
— Nicola Rennie (@nrennie.bsky.social) 30 janvier 2025 à 09:49
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Quotes of the Week
When you spend forever debugging trying to make your code find the "data" folder, but you've accidentally added a space before it when you named it: " data". #datamishaps #rstats #datascience
— Ted Laderas (@tladeras.bsky.social) 29 janvier 2025 à 23:55
When you're at the end of your shift in the Description writing factory #rstats
— Tony Corke (@matterofstats.bsky.social) 28 janvier 2025 à 03:31
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