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R

The "Awesome R" project is a curated resource list designed to support users of R, a functional programming language and environment primarily used for statistical computing and graphics. This list encompasses a wide range of resources, including libraries for data manipulation, visualization tools, statistical analysis packages, and comprehensive tutorials. It is beneficial for statisticians, data scientists, and researchers at all levels, providing essential tools and insights to enhance their work with data. Whether you're looking to improve your data analysis skills or explore advanced statistical methods, this collection offers valuable resources to help you succeed with R.

statistical-computingdata-visualizationdata-analysisr-librariesfunctional-programmingdata-sciencestatistics
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Table of Contents

42 sections · 483 projects

2023

1 projects
Cookbook Polars for R
ddotta.github.io

2020

4 projects
Visual Studio Code
code.visualstudio.com
gt
gt

An R package for creating publication-quality, information-rich tables with a cohesive and flexible API.

R2,1596 days ago
lightgbm <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
cran.r-project.org
torch
cran.r-project.org

2019

3 projects
ggforce
ggforce

An R package that extends ggplot2 with missing functionality for custom plot composition and advanced visualizations.

R95510 months ago
rayshader
rayshader

An R package for creating stunning 2D and 3D maps and data visualizations using raytracing, hillshading, and ggplot2 integration.

R2,1716 hours ago
vroom
vroom

The fastest delimited file reader for R, using lazy loading and multi-threading to achieve speeds over 1 GB/sec.

C++6421 month ago

Integrated Development Environments

16 projects
Visual Studio Code
code.visualstudio.com
RStudio <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
rstudio.org
Emacs + ESS
ess.r-project.org
Sublime Text + R-IDE
Sublime Text + R-IDE

A Sublime Text package that transforms the editor into a full-featured IDE for R programming.

Python1141 year ago
TextMate + r.tmblundle
TextMate + r.tmblundle
Ruby292 years ago
StatET
walware.de
R Commander
socserv.mcmaster.ca
IRkernel <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
IRkernel <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">

A native R kernel for Jupyter notebooks, enabling R programming within the Jupyter ecosystem.

Jupyter Notebook1,6962 years ago
Deducer
deducer.org
Radiant
radiant-rstats.github.io
Nvim-R <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
Nvim-R <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">

A Vim plugin that enhances editing R scripts by enabling seamless communication between Vim and R.

Vim Script9782 months ago
Jamovi
jamovi.org
Bio7
bio7.org
RTVS
microsoft.github.io
radian <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
radian <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">

A modern R console with multiline editing, syntax highlighting, and improved REPL features.

Python2,2842 months ago
RKWard
rkward.kde.org

Syntax

4 projects
magrittr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
magrittr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">

An R package providing the %>% pipe operator to improve code readability by structuring data operations left-to-right.

R9723 months ago
pipeR
pipeR

An R package providing multiple pipeline styles (operator, object, function) for readable function chaining and data transformation.

R17210 years ago
lambda.r
lambda.r

A functional programming language extension for R with pattern matching, guard statements, and optional type safety.

R2191 year ago
purrr
purrr

A functional programming toolkit for R that enhances data manipulation with consistent, type-stable functions.

R1,4021 day ago

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