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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 7098 | 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 | 6985 | 2128 | R | 96 | An implementation of the Grammar of Graphics in R | 2026-04-22T12:15:25Z |
| 3 | awesome-R | 6507 | 1516 | R | 6 | A curated list of awesome R packages, frameworks and software. | 2025-09-18T16:46:19Z |
| 4 | shiny | 5681 | 1889 | R | 793 | Easy interactive web applications with R | 2026-08-25T19:50:14Z |
| 5 | r4ds | 5140 | 4437 | R | 21 | R for data science: a book | 2026-07-18T02:06:45Z |
| 6 | dplyr | 5061 | 2115 | R | 83 | dplyr: A grammar of data manipulation | 2026-06-02T15:25:25Z |
| 7 | swirl_courses | 4589 | 7197 | R | 144 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | stat_rethinking_2022 | 4106 | 432 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | awesome-network-analysis | 4098 | 639 | R | 12 | A curated list of awesome network analysis resources. | 2026-08-20T13:22:11Z |
| 10 | data.table | 3912 | 1051 | R | 872 | R's data.table package extends data.frame: | 2026-08-25T15:38:04Z |
| 11 | ML_for_Hackers | 3729 | 2178 | R | 24 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3606 | 764 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 3054 | 991 | R | 252 | Dynamic Documents for R | 2026-08-25T03:13:00Z |
| 14 | seurat | 2789 | 995 | R | 188 | R toolkit for single cell genomics | 2026-08-25T16:40:12Z |
| 15 | plotly.R | 2677 | 641 | R | 713 | An interactive graphing library for R | 2026-07-25T00:33:15Z |
| 16 | patchwork | 2612 | 171 | R | 75 | The Composer of ggplots | 2025-08-25T10:11:42Z |
| 17 | devtools | 2517 | 760 | R | 3 | Tools to make an R developer's life easier | 2026-08-18T23:59:36Z |
| 18 | knitr | 2465 | 879 | R | 128 | A general-purpose tool for dynamic report generation in R | 2026-08-24T23:36:40Z |
| 19 | rethinking | 2419 | 626 | R | 223 | Statistical Rethinking course and book package | 2026-06-10T07:05:08Z |
| 20 | stat_rethinking_2023 | 2384 | 268 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 21 | ggstatsplot | 2197 | 201 | R | 0 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2026-08-25T05:41:40Z |
| 22 | rayshader | 2175 | 220 | R | 42 | R Package for 2D and 3D mapping and data visualization | 2026-08-26T04:03:45Z |
| 23 | labs | 2170 | 1953 | R | 19 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 24 | gt | 2161 | 224 | R | 294 | Easily generate information-rich, publication-quality tables from R | 2026-08-26T01:14:08Z |
| 25 | wesanderson | 2151 | 151 | R | 15 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 26 | DataScienceR | 2150 | 877 | R | 2 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 27 | nyc-taxi-data | 2081 | 563 | 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 | 1983 | 314 | R | 80 | A Grammar of Animated Graphics | 2025-09-04T12:14:57Z |
| 29 | benchm-ml | 1895 | 327 | 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 | 1859 | 243 | R | 53 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | CausalImpact | 1854 | 264 | R | 26 | An R package for causal inference in time series | 2026-03-31T04:46:51Z |
| 32 | stat_rethinking_2024 | 1819 | 215 | R | 3 | None | 2024-03-08T10:06:51Z |
| 33 | tidyverse | 1799 | 292 | R | 11 | Easily install and load packages from the tidyverse | 2025-06-18T20:15:42Z |
| 34 | blogdown | 1792 | 326 | R | 24 | Create Blogs and Websites with R Markdown | 2026-06-19T19:22:36Z |
| 35 | geocompr | 1788 | 617 | R | 10 | Geocomputation with R: an open source book | 2026-07-30T08:33:15Z |
| 36 | reticulate | 1757 | 348 | R | 465 | R Interface to Python | 2026-08-25T17:04:08Z |
| 37 | investing | 1742 | 110 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 38 | DiagrammeR | 1740 | 244 | R | 169 | Graph and network visualization using tabular data in R | 2026-04-27T20:44:12Z |
| 39 | r-color-palettes | 1713 | 145 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2026-06-01T16:25:08Z |
| 40 | mlr | 1687 | 402 | R | 9 | Machine Learning in R | 2025-08-22T19:47:49Z |
| 41 | awesome-shiny-extensions | 1669 | 186 | R | 0 | 🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny | 2026-08-07T04:33:11Z |
| 42 | caret | 1669 | 627 | 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 | 1637 | 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 | 1612 | 223 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 45 | ComplexHeatmap | 1536 | 249 | R | 228 | Make Complex Heatmaps | 2026-04-02T07:54:48Z |
| 46 | broom | 1525 | 301 | R | 12 | Convert statistical analysis objects from R into tidy format | 2026-05-14T16:34:12Z |
| 47 | rvest | 1520 | 348 | R | 31 | Simple web scraping for R | 2025-09-09T10:02:49Z |
| 48 | tofsims | 1489 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 49 | janitor | 1455 | 133 | R | 36 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 50 | sf | 1442 | 302 | R | 57 | Simple Features for R | 2026-08-21T06:31:25Z |
| 51 | tidyr | 1438 | 418 | R | 45 | Tidy Messy Data | 2026-06-02T17:43:26Z |
| 52 | plumber | 1438 | 259 | R | 118 | Turn your R code into a web API. | 2026-02-09T15:10:26Z |
| 53 | rnaseq_tutorial | 1436 | 613 | 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 |
| 54 | brms | 1424 | 226 | R | 145 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2026-08-24T10:50:39Z |
| 55 | purrr | 1401 | 294 | R | 25 | A functional programming toolkit for R | 2026-07-22T18:58:16Z |
| 56 | mastering-shiny | 1378 | 564 | R | 54 | Mastering Shiny: a book | 2026-02-03T17:06:36Z |
| 57 | hrbrthemes | 1354 | 98 | R | 30 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2026-04-19T13:43:33Z |
| 58 | ggthemes | 1352 | 224 | R | 14 | Additional themes, scales, and geoms for ggplot2 | 2025-12-01T04:53:55Z |
| 59 | drake | 1342 | 129 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2024-12-04T11:25:31Z |
| 60 | tensorflow | 1339 | 314 | R | 40 | TensorFlow for R | 2026-05-08T15:49:04Z |
| 61 | lintr | 1294 | 202 | R | 286 | Static Code Analysis for R | 2026-08-24T17:55:07Z |
| 62 | vitae | 1273 | 245 | R | 29 | R Markdown Résumés and CVs | 2026-08-21T13:32:06Z |
| 63 | MetBrewer | 1268 | 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 |
| 64 | ggpubr | 1268 | 182 | R | 4 | 'ggplot2' Based Publication Ready Plots | 2026-07-31T19:58:26Z |
| 65 | ggrepel | 1259 | 96 | R | 25 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2026-04-14T13:38:53Z |
| 66 | r-source | 1247 | 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. | 2026-08-25T17:01:43Z |
| 67 | statistics-for-data-scientists | 1231 | 663 | R | 10 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 68 | clusterProfiler | 1226 | 267 | R | 358 | 📊 A universal enrichment tool for interpreting omics data | 2026-08-14T15:14:51Z |
| 69 | swirl | 1217 | 596 | R | 308 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 70 | advanced-shiny | 1215 | 378 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2025-12-21T05:49:16Z |
| 71 | gtsummary | 1208 | 153 | R | 16 | Presentation-Ready Data Summary and Analytic Result Tables | 2026-08-26T03:53:10Z |
| 72 | tidytext | 1201 | 181 | R | 8 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2026-08-02T19:37:32Z |
| 73 | R | 1183 | 354 | R | 0 | Collection of various algorithms implemented in R. | 2026-06-12T17:55:05Z |
| 74 | forecast | 1174 | 337 | R | 5 | Forecasting Functions for Time Series and Linear Models | 2026-08-23T22:35:09Z |
| 75 | renv | 1161 | 169 | R | 217 | renv: Project environments for R. | 2026-08-25T03:29:06Z |
| 76 | easystats | 1159 | 88 | R | 41 | 🌌 The R easystats-project | 2026-08-05T10:10:12Z |
| 77 | fasteR | 1156 | 192 | R | 10 | Fast Lane to Learning R! | 2026-01-03T03:37:28Z |
| 78 | tinytex | 1151 | 127 | R | 26 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2026-08-19T11:02:58Z |
| 79 | performance | 1151 | 108 | R | 100 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2026-08-25T08:22:29Z |
| 80 | ggraph | 1116 | 114 | R | 51 | Grammar of Graph Graphics | 2025-08-25T06:42:17Z |
| 81 | targets | 1093 | 84 | R | 0 | Function-oriented Make-like declarative workflows for R | 2026-05-13T17:53:48Z |
| 82 | rstan | 1082 | 268 | R | 344 | RStan, the R interface to Stan | 2026-08-25T14:54:29Z |
| 83 | mlr3 | 1079 | 97 | R | 20 | mlr3: Machine Learning in R - next generation | 2026-08-21T16:11:31Z |
| 84 | pointblank | 1047 | 60 | R | 99 | Data quality assessment and metadata reporting for data frames and database tables | 2026-08-21T19:59:31Z |
| 85 | paletteer | 1040 | 53 | R | 4 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2026-01-08T06:13:55Z |
| 86 | readr | 1038 | 295 | R | 92 | Read flat files (csv, tsv, fwf) into R | 2026-04-10T16:35:05Z |
| 87 | circlize | 1020 | 148 | R | 66 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 88 | future | 1015 | 92 | R | 79 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2026-07-20T18:56:36Z |
| 89 | palmerpenguins | 1014 | 253 | R | 15 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 90 | gptstudio | 993 | 117 | R | 10 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2026-01-03T18:15:49Z |
| 91 | httr | 981 | 1956 | R | 8 | httr: a friendly http package for R | 2026-02-13T21:44:33Z |
| 92 | box | 975 | 49 | R | 66 | Write reusable, composable and modular R code | 2026-08-16T17:07:42Z |
| 93 | sparklyr | 972 | 309 | R | 351 | R interface for Apache Spark | 2026-07-02T02:14:54Z |
| 94 | magrittr | 972 | 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 | 110 | R | 68 | Accelerating ggplot2 | 2025-09-15T19:27:31Z |
| 97 | see | 952 | 48 | R | 30 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2026-08-04T12:15:26Z |
| 98 | r-pkgs | 951 | 643 | R | 34 | Building R packages | 2026-08-25T07:30:57Z |
| 99 | golem | 945 | 136 | R | 21 | A Framework for Building Robust Shiny Apps | 2026-07-07T15:10:56Z |
| 100 | geobr | 941 | 130 | R | 19 | Easy access to official spatial data sets of Brazil in R and Python | 2026-08-21T17:23:48Z |