A curated list of awesome R packages, frameworks and software.

R for data science: a book

R's data.table package extends data.frame:

The Composer of ggplots

Enhancing {ggplot2} plots with statistical analysis 📊📣

A Grammar of Animated Graphics

Create Blogs and Websites with R Markdown

Readings in applied data science

Simple web scraping for R

Convert statistical analysis objects from R into tidy format

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

Mastering Shiny: a book

🔏 Opinionated, typographic-centric ggplot2 themes and theme components

R Markdown Résumés and CVs

httr: a friendly http package for R

A Framework for Building Robust Shiny Apps

Easily install and load the tidymodels packages

💡 Easily improve the user experience of your Shiny apps in seconds

Apply Mapping Functions in Parallel using Futures

📜 🎉 Automated reporting of objects in R

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

🌎 Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'

A dplyr backend that partitions a data frame over multiple processes

Lightning Fast Serialization of Data Frames for R

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

Very concise notes on machine learning and statistics.

Pin, discover, and share resources

📍 Interactive Studio for Explanatory Model Analysis

⚠️ ARCHIVED ⚠️ Search across and get full text for OA & closed journals

very fast scatterplots for R