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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 7002 | 284 | 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 | 6883 | 2135 | R | 65 | An implementation of the Grammar of Graphics in R | 2026-02-20T22:19:37Z |
| 3 | awesome-R | 6423 | 1514 | R | 4 | A curated list of awesome R packages, frameworks and software. | 2025-09-18T16:46:19Z |
| 4 | shiny | 5615 | 1885 | R | 805 | Easy interactive web applications with R | 2026-02-24T22:42:55Z |
| 5 | r4ds | 5006 | 4410 | R | 15 | R for data science: a book | 2026-01-16T04:04:49Z |
| 6 | dplyr | 5005 | 2131 | R | 76 | dplyr: A grammar of data manipulation | 2026-02-26T16:08:43Z |
| 7 | swirl_courses | 4526 | 7240 | R | 143 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | stat_rethinking_2022 | 4102 | 438 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | awesome-network-analysis | 3956 | 628 | R | 10 | A curated list of awesome network analysis resources. | 2026-01-12T14:07:06Z |
| 10 | data.table | 3859 | 1031 | R | 873 | R's data.table package extends data.frame: | 2026-02-27T04:05:19Z |
| 11 | ML_for_Hackers | 3811 | 2201 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3609 | 769 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 3024 | 995 | R | 249 | Dynamic Documents for R | 2026-02-10T01:43:31Z |
| 14 | plotly.R | 2658 | 639 | R | 706 | An interactive graphing library for R | 2026-01-24T15:54:03Z |
| 15 | seurat | 2657 | 980 | R | 250 | R toolkit for single cell genomics | 2026-02-20T16:19:59Z |
| 16 | patchwork | 2587 | 168 | R | 72 | The Composer of ggplots | 2025-08-25T10:11:42Z |
| 17 | devtools | 2497 | 762 | R | 4 | Tools to make an R developer's life easier | 2026-02-26T18:06:41Z |
| 18 | knitr | 2446 | 879 | R | 136 | A general-purpose tool for dynamic report generation in R | 2026-01-28T03:52:12Z |
| 19 | stat_rethinking_2023 | 2371 | 266 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 20 | rethinking | 2350 | 623 | R | 211 | Statistical Rethinking course and book package | 2026-02-09T08:39:08Z |
| 21 | ggstatsplot | 2158 | 203 | R | 59 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2026-02-16T20:27:35Z |
| 22 | rayshader | 2148 | 216 | R | 38 | R Package for 2D and 3D mapping and data visualization | 2026-02-09T05:30:05Z |
| 23 | gt | 2139 | 217 | R | 303 | Easily generate information-rich, publication-quality tables from R | 2026-02-19T15:06:30Z |
| 24 | labs | 2133 | 1954 | R | 18 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 25 | wesanderson | 2089 | 149 | R | 15 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 26 | DataScienceR | 2076 | 880 | R | 2 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 27 | nyc-taxi-data | 2061 | 569 | 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 | 1980 | 314 | R | 80 | A Grammar of Animated Graphics | 2025-09-04T12:14:57Z |
| 29 | benchm-ml | 1892 | 330 | 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 | 1838 | 241 | R | 52 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | CausalImpact | 1808 | 260 | R | 32 | An R package for causal inference in time series | 2025-09-26T09:32:40Z |
| 32 | blogdown | 1780 | 323 | R | 24 | Create Blogs and Websites with R Markdown | 2026-01-18T04:20:43Z |
| 33 | tidyverse | 1777 | 292 | R | 10 | Easily install and load packages from the tidyverse | 2025-06-18T20:15:42Z |
| 34 | stat_rethinking_2024 | 1751 | 200 | R | 3 | None | 2024-03-08T10:06:51Z |
| 35 | investing | 1743 | 111 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 36 | reticulate | 1742 | 347 | R | 459 | R Interface to Python | 2026-02-17T00:21:29Z |
| 37 | geocompr | 1736 | 613 | R | 8 | Geocomputation with R: an open source book | 2026-01-30T22:38:55Z |
| 38 | DiagrammeR | 1734 | 249 | R | 170 | Graph and network visualization using tabular data in R | 2025-11-09T23:54:42Z |
| 39 | mlr | 1679 | 405 | R | 9 | Machine Learning in R | 2025-08-22T19:47:49Z |
| 40 | caret | 1670 | 631 | R | 193 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2024-12-10T20:43:41Z |
| 41 | r-color-palettes | 1669 | 146 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2026-01-30T17:12:43Z |
| 42 | stats337 | 1617 | 225 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 43 | bbplot | 1611 | 271 | 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 | rvest | 1515 | 353 | R | 31 | Simple web scraping for R | 2025-09-09T10:02:49Z |
| 45 | broom | 1511 | 305 | R | 11 | Convert statistical analysis objects from R into tidy format | 2026-01-26T21:23:56Z |
| 46 | tofsims | 1495 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 47 | ComplexHeatmap | 1470 | 241 | R | 226 | Make Complex Heatmaps | 2026-01-30T06:23:15Z |
| 48 | janitor | 1442 | 132 | R | 36 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 49 | plumber | 1434 | 260 | R | 118 | Turn your R code into a web API. | 2026-02-09T15:10:26Z |
| 50 | tidyr | 1426 | 420 | R | 48 | Tidy Messy Data | 2026-01-09T14:19:03Z |
| 51 | sf | 1425 | 301 | R | 63 | Simple Features for R | 2026-02-25T09:23:33Z |
| 52 | rnaseq_tutorial | 1417 | 621 | 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 | brms | 1391 | 211 | R | 129 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2026-02-20T08:08:30Z |
| 54 | purrr | 1381 | 292 | R | 24 | A functional programming toolkit for R | 2026-01-09T14:08:43Z |
| 55 | mastering-shiny | 1373 | 571 | R | 54 | Mastering Shiny: a book | 2026-02-03T17:06:36Z |
| 56 | ggthemes | 1351 | 226 | R | 14 | Additional themes, scales, and geoms for ggplot2 | 2025-12-01T04:53:55Z |
| 57 | tensorflow | 1342 | 318 | R | 40 | TensorFlow for R | 2025-08-22T19:19:30Z |
| 58 | drake | 1341 | 130 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2024-12-04T11:25:31Z |
| 59 | hrbrthemes | 1332 | 98 | R | 30 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2025-04-30T11:49:56Z |
| 60 | lintr | 1269 | 196 | R | 294 | Static Code Analysis for R | 2026-02-24T00:36:22Z |
| 61 | vitae | 1262 | 247 | R | 43 | R Markdown Résumés and CVs | 2026-01-29T21:51:22Z |
| 62 | ggrepel | 1251 | 94 | R | 24 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2026-02-26T20:59:03Z |
| 63 | ggpubr | 1235 | 180 | R | 221 | 'ggplot2' Based Publication Ready Plots | 2026-02-24T14:49:35Z |
| 64 | MetBrewer | 1233 | 85 | R | 8 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 2025-01-03T16:52:43Z |
| 65 | r-source | 1221 | 328 | 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. | 2026-02-26T22:57:32Z |
| 66 | advanced-shiny | 1217 | 382 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2025-12-21T05:49:16Z |
| 67 | statistics-for-data-scientists | 1211 | 665 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 68 | swirl | 1202 | 594 | R | 306 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 69 | tidytext | 1200 | 183 | R | 7 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2026-02-21T01:56:46Z |
| 70 | gtsummary | 1174 | 144 | R | 42 | Presentation-Ready Data Summary and Analytic Result Tables | 2026-02-27T01:22:48Z |
| 71 | clusterProfiler | 1172 | 265 | R | 361 | 📊 A universal enrichment tool for interpreting omics data | 2026-02-25T10:16:40Z |
| 72 | forecast | 1160 | 342 | R | 5 | Forecasting Functions for Time Series and Linear Models | 2026-02-24T21:04:43Z |
| 73 | easystats | 1150 | 85 | R | 40 | 🌌 The R easystats-project | 2026-02-20T11:35:04Z |
| 74 | renv | 1136 | 163 | R | 212 | renv: Project environments for R. | 2026-02-26T22:54:51Z |
| 75 | performance | 1128 | 104 | R | 102 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2026-02-16T06:07:22Z |
| 76 | fasteR | 1121 | 185 | R | 10 | Fast Lane to Learning R! | 2026-01-03T03:37:28Z |
| 77 | R | 1110 | 345 | R | 0 | Collection of various algorithms implemented in R. | 2025-10-26T15:25:54Z |
| 78 | ggraph | 1109 | 114 | R | 49 | Grammar of Graph Graphics | 2025-08-25T06:42:17Z |
| 79 | tinytex | 1089 | 124 | R | 26 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2026-02-26T06:23:56Z |
| 80 | rstan | 1075 | 271 | R | 344 | RStan, the R interface to Stan | 2026-02-23T20:36:35Z |
| 81 | mlr3 | 1058 | 96 | R | 18 | mlr3: Machine Learning in R - next generation | 2026-02-25T08:01:56Z |
| 82 | targets | 1057 | 81 | R | 0 | Function-oriented Make-like declarative workflows for R | 2026-02-23T13:36:18Z |
| 83 | paletteer | 1029 | 52 | R | 4 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2026-01-08T06:13:55Z |
| 84 | readr | 1026 | 292 | R | 90 | Read flat files (csv, tsv, fwf) into R | 2026-02-19T18:34:55Z |
| 85 | pointblank | 1022 | 60 | R | 108 | Data quality assessment and metadata reporting for data frames and database tables | 2026-01-14T17:59:44Z |
| 86 | circlize | 1008 | 150 | R | 66 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 87 | future | 1005 | 92 | R | 77 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2026-02-19T21:28:52Z |
| 88 | palmerpenguins | 993 | 245 | R | 14 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 89 | gptstudio | 986 | 120 | R | 10 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2026-01-03T18:15:49Z |
| 90 | httr | 982 | 1966 | R | 7 | httr: a friendly http package for R | 2026-02-13T21:44:33Z |
| 91 | sparklyr | 970 | 308 | R | 348 | R interface for Apache Spark | 2026-02-09T18:49:35Z |
| 92 | magrittr | 965 | 161 | R | 23 | Improve the readability of R code with the pipe | 2025-12-15T14:44:07Z |
| 93 | generativeart | 953 | 167 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 94 | box | 950 | 48 | R | 63 | Write reusable, composable and modular R code | 2025-11-25T00:13:26Z |
| 95 | ggforce | 945 | 110 | R | 67 | Accelerating ggplot2 | 2025-09-15T19:27:31Z |
| 96 | see | 942 | 46 | R | 33 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2026-02-01T00:15:05Z |
| 97 | r-pkgs | 938 | 642 | R | 35 | Building R packages | 2026-02-26T07:36:10Z |
| 98 | golem | 936 | 137 | R | 41 | A Framework for Building Robust Shiny Apps | 2026-02-05T09:43:07Z |
| 99 | testthat | 925 | 341 | R | 16 | An R 📦 to make testing 😀 | 2026-01-22T13:50:39Z |
| 100 | BanditsBook | 920 | 263 | R | 5 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |