R repositories
The top 500 R repositories, ranked by stars
Last updated
| Rank | Repository | Stars |
|---|---|---|
| 51 | Tidy Messy Data | 1,446 |
| 52 | Turn your R code into a web API. | 1,442 |
| 53 | Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file... | 1,437 |
| 53 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 1,437 |
| 55 | A functional programming toolkit for R | 1,410 |
| 56 | Mastering Shiny: a book | 1,382 |
| 57 | Opinionated, typographic-centric ggplot2 themes and theme components | 1,360 |
| 58 | Themes, scales, and geoms for ggplot2 that reproduce the styles of The Economist, the WSJ, Tufte, and others | 1,354 |
| 59 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 1,344 |
| 60 | TensorFlow for R | 1,341 |
| 61 | Static Code Analysis for R | 1,301 |
| 62 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 1,288 |
| 63 | 'ggplot2' Based Publication Ready Plots | 1,282 |
| 64 | R Markdown Résumés and CVs | 1,274 |
| 65 | Repel overlapping text labels away from each other in your ggplot2 figures. | 1,263 |
| 66 | Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. | 1,257 |
| 67 | A universal enrichment tool for interpreting omics data | 1,248 |
| 68 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 1,239 |
| 69 | Learn R, in R. | 1,223 |
| 70 | Collection of various algorithms implemented in R. | 1,221 |
| 71 | Presentation-Ready Data Summary and Analytic Result Tables | 1,220 |
| 72 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 1,217 |
| 73 | Text mining using tidy tools | 1,208 |
| 74 | Forecasting Functions for Time Series and Linear Models | 1,185 |
| 75 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 1,182 |
| 76 | Fast Lane to Learning R! | 1,175 |
| 77 | renv: Project environments for R. | 1,166 |
| 78 | The R easystats-project | 1,163 |
| 79 | Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 1,161 |
| 80 | Grammar of Graph Graphics | 1,121 |
| 81 | Function-oriented Make-like declarative workflows for R | 1,107 |
| 82 | RStan, the R interface to Stan | 1,090 |
| 83 | mlr3: Machine Learning in R - next generation | 1,083 |
| 84 | Data quality assessment and metadata reporting for data frames and database tables | 1,055 |
| 85 | 🎨🎨🎨 Collection of most color palettes in a single R package | 1,045 |
| 86 | Read flat files (csv, tsv, fwf) into R | 1,041 |
| 87 | Circular visualization in R | 1,030 |
| 88 | A great intro dataset for data exploration & visualization (alternative to iris). | 1,024 |
| 89 | R package: future: Unified Parallel and Distributed Processing in R for Everyone | 1,015 |
| 90 | Write reusable, composable and modular R code | 990 |
| 91 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 989 |
| 92 | Statistical Rethinking Course 2026 | 986 |
| 93 | httr: a friendly http package for R | 983 |
| 94 | Improve the readability of R code with the pipe | 971 |
| 94 | R interface for Apache Spark | 971 |
| 96 | A list of awesome resources for Computational Social Science | 963 |
| 97 | Create Generative Art with R | 962 |
| 98 | Building R packages | 957 |
| 99 | Accelerating ggplot2 | 956 |
| 99 | Visualisation toolbox for beautiful and publication-ready figures | 956 |
