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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 7109 | 286 | R | 3 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 2025-09-03T15:32:50Z |
| 2 | ggplot2 | 7000 | 2126 | R | 83 | An implementation of the Grammar of Graphics in R | 2026-09-23T08:00:30Z |
| 3 | awesome-R | 6514 | 1513 | R | 6 | A curated list of awesome R packages, frameworks and software. | 2025-09-18T16:46:19Z |
| 4 | shiny | 5693 | 1889 | R | 795 | Easy interactive web applications with R | 2026-08-26T17:26:31Z |
| 5 | r4ds | 5166 | 4444 | R | 22 | R for data science: a book | 2026-07-18T02:06:45Z |
| 6 | dplyr | 5070 | 2114 | R | 86 | dplyr: A grammar of data manipulation | 2026-06-02T15:25:25Z |
| 7 | swirl_courses | 4612 | 7196 | R | 146 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | awesome-network-analysis | 4115 | 640 | R | 13 | A curated list of awesome network analysis resources. | 2026-08-20T13:22:11Z |
| 9 | stat_rethinking_2022 | 4110 | 430 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 10 | data.table | 3920 | 1054 | R | 869 | R's data.table package extends data.frame: | 2026-09-23T15:28:36Z |
| 11 | ML_for_Hackers | 3730 | 2176 | R | 24 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3606 | 760 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 3065 | 990 | R | 246 | Dynamic Documents for R | 2026-09-09T02:35:54Z |
| 14 | seurat | 2802 | 998 | R | 181 | R toolkit for single cell genomics | 2026-09-21T14:16:41Z |
| 15 | plotly.R | 2681 | 641 | R | 715 | An interactive graphing library for R | 2026-07-25T00:33:15Z |
| 16 | patchwork | 2616 | 171 | R | 76 | The Composer of ggplots | 2025-08-25T10:11:42Z |
| 17 | devtools | 2518 | 762 | R | 5 | Tools to make an R developer's life easier | 2026-09-24T01:53:01Z |
| 18 | knitr | 2467 | 877 | R | 2 | A general-purpose tool for dynamic report generation in R | 2026-09-22T03:25:42Z |
| 19 | rethinking | 2427 | 629 | R | 224 | Statistical Rethinking course and book package | 2026-06-10T07:05:08Z |
| 20 | stat_rethinking_2023 | 2385 | 268 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 21 | ggstatsplot | 2204 | 201 | R | 0 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2026-09-16T19:30:47Z |
| 22 | rayshader | 2177 | 220 | R | 42 | R Package for 2D and 3D mapping and data visualization | 2026-09-07T15:52:48Z |
| 23 | labs | 2174 | 1952 | R | 19 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 24 | gt | 2161 | 225 | R | 290 | Easily generate information-rich, publication-quality tables from R | 2026-09-14T04:59:52Z |
| 25 | wesanderson | 2156 | 151 | R | 15 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 26 | DataScienceR | 2153 | 875 | R | 2 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 27 | nyc-taxi-data | 2083 | 560 | R | 2 | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 2025-08-18T17:13:46Z |
| 28 | gganimate | 1984 | 315 | R | 80 | A Grammar of Animated Graphics | 2025-09-04T12:14:57Z |
| 29 | benchm-ml | 1895 | 326 | R | 10 | A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.). | 2022-09-16T14:01:14Z |
| 30 | esquisse | 1865 | 242 | R | 53 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | CausalImpact | 1863 | 264 | R | 26 | An R package for causal inference in time series | 2026-03-31T04:46:51Z |
| 32 | stat_rethinking_2024 | 1827 | 214 | R | 3 | None | 2024-03-08T10:06:51Z |
| 33 | tidyverse | 1800 | 292 | R | 11 | Easily install and load packages from the tidyverse | 2025-06-18T20:15:42Z |
| 34 | geocompr | 1792 | 618 | R | 10 | Geocomputation with R: an open source book | 2026-09-14T14:14:43Z |
| 35 | blogdown | 1791 | 325 | R | 24 | Create Blogs and Websites with R Markdown | 2026-06-19T19:22:36Z |
| 36 | reticulate | 1760 | 349 | R | 466 | R Interface to Python | 2026-09-09T14:08:00Z |
| 37 | DiagrammeR | 1744 | 243 | R | 169 | Graph and network visualization using tabular data in R | 2026-04-27T20:44:12Z |
| 38 | investing | 1743 | 110 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 39 | r-color-palettes | 1717 | 145 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2026-06-01T16:25:08Z |
| 40 | mlr | 1686 | 401 | R | 10 | Machine Learning in R | 2025-08-22T19:47:49Z |
| 41 | awesome-shiny-extensions | 1680 | 184 | R | 0 | 🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny | 2026-09-18T02:22:09Z |
| 42 | caret | 1668 | 626 | R | 219 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2026-08-24T15:30:15Z |
| 43 | bbplot | 1640 | 269 | R | 12 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 2021-07-02T16:44:39Z |
| 44 | stats337 | 1611 | 223 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 45 | ComplexHeatmap | 1556 | 255 | R | 228 | Make Complex Heatmaps | 2026-04-02T07:54:48Z |
| 46 | broom | 1525 | 299 | R | 12 | Convert statistical analysis objects from R into tidy format | 2026-05-14T16:34:12Z |
| 47 | rvest | 1521 | 349 | R | 30 | Simple web scraping for R | 2026-09-17T17:48:14Z |
| 48 | tofsims | 1490 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 49 | janitor | 1458 | 133 | R | 36 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 50 | sf | 1449 | 304 | R | 57 | Simple Features for R | 2026-09-17T20:21:55Z |
| 51 | tidyr | 1441 | 419 | R | 46 | Tidy Messy Data | 2026-06-02T17:43:26Z |
| 52 | rnaseq_tutorial | 1437 | 612 | R | 6 | 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 formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation. | 2023-05-31T18:45:10Z |
| 53 | plumber | 1437 | 259 | R | 119 | Turn your R code into a web API. | 2026-02-09T15:10:26Z |
| 54 | brms | 1430 | 229 | R | 147 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2026-09-21T09:59:11Z |
| 55 | purrr | 1407 | 296 | R | 24 | A functional programming toolkit for R | 2026-09-19T14:49:33Z |
| 56 | mastering-shiny | 1381 | 563 | R | 54 | Mastering Shiny: a book | 2026-02-03T17:06:36Z |
| 57 | hrbrthemes | 1355 | 97 | R | 30 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2026-04-19T13:43:33Z |
| 58 | ggthemes | 1353 | 224 | R | 0 | Additional themes, scales, and geoms for ggplot2 | 2026-09-03T01:03:04Z |
| 59 | drake | 1343 | 129 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2024-12-04T11:25:31Z |
| 60 | tensorflow | 1340 | 316 | R | 40 | TensorFlow for R | 2026-05-08T15:49:04Z |
| 61 | lintr | 1295 | 202 | R | 288 | Static Code Analysis for R | 2026-09-24T02:03:00Z |
| 62 | MetBrewer | 1277 | 89 | R | 8 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 2025-01-03T16:52:43Z |
| 63 | ggpubr | 1274 | 183 | R | 4 | 'ggplot2' Based Publication Ready Plots | 2026-07-31T19:58:26Z |
| 64 | vitae | 1271 | 245 | R | 29 | R Markdown Résumés and CVs | 2026-08-21T13:32:06Z |
| 65 | ggrepel | 1260 | 94 | R | 25 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2026-04-14T13:38:53Z |
| 66 | r-source | 1250 | 329 | R | 0 | Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. | 2026-09-23T23:48:18Z |
| 67 | clusterProfiler | 1236 | 267 | R | 287 | 📊 A universal enrichment tool for interpreting omics data | 2026-09-22T20:39:26Z |
| 68 | statistics-for-data-scientists | 1232 | 660 | R | 10 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 69 | swirl | 1220 | 596 | R | 309 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 70 | advanced-shiny | 1217 | 378 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2025-12-21T05:49:16Z |
| 71 | gtsummary | 1211 | 152 | R | 17 | Presentation-Ready Data Summary and Analytic Result Tables | 2026-09-04T14:51:07Z |
| 72 | tidytext | 1203 | 181 | R | 8 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2026-08-02T19:37:32Z |
| 73 | R | 1193 | 356 | R | 0 | Collection of various algorithms implemented in R. | 2026-06-12T17:55:05Z |
| 74 | forecast | 1178 | 338 | R | 5 | Forecasting Functions for Time Series and Linear Models | 2026-09-23T22:09:22Z |
| 75 | fasteR | 1170 | 194 | R | 10 | Fast Lane to Learning R! | 2026-01-03T03:37:28Z |
| 76 | renv | 1164 | 170 | R | 216 | renv: Project environments for R. | 2026-09-22T17:10:48Z |
| 77 | tinytex | 1163 | 127 | R | 26 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2026-09-17T21:24:41Z |
| 78 | easystats | 1159 | 88 | R | 41 | 🌌 The R easystats-project | 2026-09-10T09:38:33Z |
| 79 | performance | 1157 | 109 | R | 101 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2026-09-17T19:46:27Z |
| 80 | ggraph | 1118 | 114 | R | 51 | Grammar of Graph Graphics | 2025-08-25T06:42:17Z |
| 81 | targets | 1095 | 85 | R | 1 | Function-oriented Make-like declarative workflows for R | 2026-05-13T17:53:48Z |
| 82 | rstan | 1086 | 266 | R | 344 | RStan, the R interface to Stan | 2026-09-24T02:14:53Z |
| 83 | mlr3 | 1079 | 97 | R | 20 | mlr3: Machine Learning in R - next generation | 2026-09-23T13:12:47Z |
| 84 | pointblank | 1046 | 59 | R | 99 | Data quality assessment and metadata reporting for data frames and database tables | 2026-08-21T19:59:31Z |
| 85 | paletteer | 1041 | 53 | R | 4 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2026-01-08T06:13:55Z |
| 86 | readr | 1041 | 296 | R | 92 | Read flat files (csv, tsv, fwf) into R | 2026-04-10T16:35:05Z |
| 87 | circlize | 1024 | 148 | R | 66 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 88 | palmerpenguins | 1019 | 254 | R | 15 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 89 | future | 1015 | 92 | R | 79 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2026-09-24T03:40:04Z |
| 90 | gptstudio | 992 | 116 | R | 10 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2026-01-03T18:15:49Z |
| 91 | httr | 982 | 1954 | R | 8 | httr: a friendly http package for R | 2026-09-01T14:43:58Z |
| 92 | box | 979 | 49 | R | 66 | Write reusable, composable and modular R code | 2026-08-16T17:07:42Z |
| 93 | sparklyr | 971 | 310 | R | 351 | R interface for Apache Spark | 2026-07-02T02:14:54Z |
| 94 | magrittr | 971 | 161 | R | 22 | Improve the readability of R code with the pipe | 2026-04-05T05:42:58Z |
| 95 | generativeart | 963 | 162 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 96 | ggforce | 956 | 108 | R | 68 | Accelerating ggplot2 | 2025-09-15T19:27:31Z |
| 97 | r-pkgs | 954 | 646 | R | 34 | Building R packages | 2026-09-23T07:32:23Z |
| 98 | see | 953 | 47 | R | 30 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2026-09-01T13:56:20Z |
| 99 | golem | 945 | 137 | R | 21 | A Framework for Building Robust Shiny Apps | 2026-09-15T08:21:44Z |
| 100 | awesome-computational-social-science | 945 | 107 | R | 5 | A list of awesome resources for Computational Social Science | 2026-07-26T09:49:13Z |