R Weekly 2023-W01 ChatGPT in RStudio, the whole game of MLOps, Quantile Regression

02 Jan 2023

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

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

Highlight

• {gpttools} for Chat GPT in RStudio

• MLOps: The Whole Game

• Quantile Regression

Insights

• Winners of the 2022 Table Contest

• Another Year of #TidyTuesday

• Hannukah of Data solutions in R

R in the Real World

• Statistical Analysis of a Genetical Disease (Breast Cancer)

• Weather forecasts for 160 cities

• Climate Data to Analyze Days by Low Temperatures

• US Voter Turnout Rates

R in Organizations

R in Academia

• Interactive GSEA results: visualizations with reactable & plotly

Resources

• R Package Search

• Make a Christmas Tree in R

• 5 Tips for using {janitor}

• Data Analysis for Social Science - new textbook

New Packages

• {gpttools} for Chat GPT in RStudio

• previous version: {gptstudio}

📦 Go Live for More New Pkgs 📦

CRAN

• {gginnards} 0.1.1 - Debug low-level ggplot

Bioconductor

GitHub or Bitbucket

• {cryptotrackr} for tracking Crypto prices

• {gpttools} for Chat GPT in RStudio

• {openalexR} for getting bibliographic records

• {StreamCatTools} for interacting with the StreamCat API

• quarto NES theme

• {ButterflyColors} - color palettes

Updated Packages

• {purrr 1.0.0}

• Q4 {tidymodels} updates

• Announcing new R Shiny UI components {bslib}

🔍 Search on R-universe 🔍

Videos and Podcasts

• Listen to the R-Weekly Highlights Podcast

• Live R Coding Session - single cell spatial transcriptomics data visualization in base R

• Adding Chat GPT to RStudio

• TidyX Episode 129 Snowflake Generator

Gist & Cookbook

Shiny Apps

• rtutor.ai - Use AI to investigate data in R

• plotly chart studio

• Kansas State Farm Management

R Internationally

Tutorials

• Intro to dplyr::across

• MLOps: The Whole Game

• How to create your own RSS reader with R

• Quantile Regression

• Combining plots in ggplot

• Creating 2D/3D visuals with R has never been this easy. Thanks to the Rayshader package!

• Partially renaming columns using a lookup table

• Time Series with {tsibble}

• Survival Analysis

• Setting up macOS as an R data science rig in 2023

• Create your own sample data for learning/testing/teaching!

• Interactive GSEA results: visualizations with reactable & plotly

• Using {drawCell}

• Prediction modeling with the Cox model

• shiny.i181n in Rhino Applications

• Multiple regression with {caret}

• Roulette-wheel selection for dqrng

• Encircle points with python and R

• Using Emacs for R

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

• Jan 10-11: Introduction to R Shiny

• Feb 23: Making Beautiful And Effective Maps In R

• March 15-17: ShinyConf 2023

Grants & Funding

Datasets

• StreamCat Metrics REST API (EPA)

Jobs

💼 Explore Jobs & Gigs Board on RStudio Community 💼

rtistry

The Sound of the Spheres#rstats #maths #generativeart #ggplot2 pic.twitter.com/DNdcxBMub9

— Antonio Sánchez Chinchón (@aschinchon) December 29, 2022

Quotes of the Week

pic.twitter.com/ySCsqHucyZ

— George Porter (@georgemporter) December 29, 2022

Happy Holidays!

From the #Rstats #phytools archive: a phylogenetic Christmas tree 🎄 (adapted from @gaballench). 👉 https://t.co/75DgXpc2Uh pic.twitter.com/7OmEUNhLLb

— Liam Revell (@phytools_liam) December 25, 2022

One of my assignments from last semester. Merry Xmas! ❄️🎄#RStats pic.twitter.com/GY3TFP2Uax

— Rahmi ‘Ami’ Aini (@Rahmi_QA) December 26, 2022

Wishing you happy holidays & a wonderful virus-free 2022!

3-minute Christmas Tree in #rstats #ggplot 🤓 pic.twitter.com/iiuXTLpxW1

— Melike Dönertaş (@melikedonertas) December 24, 2021