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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 7031 | 285 | 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 | 6901 | 2132 | R | 71 | An implementation of the Grammar of Graphics in R | 2026-03-29T00:38:13Z |
| 3 | awesome-R | 6437 | 1511 | R | 4 | A curated list of awesome R packages, frameworks and software. | 2025-09-18T16:46:19Z |
| 4 | shiny | 5635 | 1885 | R | 811 | Easy interactive web applications with R | 2026-03-20T10:39:56Z |
| 5 | r4ds | 5024 | 4412 | R | 16 | R for data science: a book | 2026-02-27T13:11:53Z |
| 6 | dplyr | 5018 | 2138 | R | 79 | dplyr: A grammar of data manipulation | 2026-03-29T00:29:51Z |
| 7 | swirl_courses | 4535 | 7225 | R | 143 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | stat_rethinking_2022 | 4101 | 437 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | awesome-network-analysis | 3974 | 626 | R | 10 | A curated list of awesome network analysis resources. | 2026-01-12T14:07:06Z |
| 10 | data.table | 3872 | 1038 | R | 875 | R's data.table package extends data.frame: | 2026-03-30T14:18:56Z |
| 11 | ML_for_Hackers | 3808 | 2194 | R | 24 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3611 | 770 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 3030 | 994 | R | 251 | Dynamic Documents for R | 2026-03-27T00:37:03Z |
| 14 | seurat | 2698 | 987 | R | 247 | R toolkit for single cell genomics | 2026-03-26T17:21:29Z |
| 15 | plotly.R | 2663 | 639 | R | 709 | An interactive graphing library for R | 2026-01-24T15:54:03Z |
| 16 | patchwork | 2592 | 168 | R | 73 | The Composer of ggplots | 2025-08-25T10:11:42Z |
| 17 | devtools | 2503 | 762 | R | 3 | Tools to make an R developer's life easier | 2026-03-18T20:36:02Z |
| 18 | knitr | 2449 | 880 | R | 133 | A general-purpose tool for dynamic report generation in R | 2026-03-22T17:06:32Z |
| 19 | stat_rethinking_2023 | 2376 | 267 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 20 | rethinking | 2359 | 624 | R | 211 | Statistical Rethinking course and book package | 2026-03-18T10:03:44Z |
| 21 | ggstatsplot | 2172 | 203 | R | 60 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2026-03-29T08:31:56Z |
| 22 | rayshader | 2153 | 215 | R | 39 | R Package for 2D and 3D mapping and data visualization | 2026-03-31T03:23:33Z |
| 23 | gt | 2146 | 220 | R | 307 | Easily generate information-rich, publication-quality tables from R | 2026-02-19T15:06:30Z |
| 24 | labs | 2137 | 1954 | R | 18 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 25 | wesanderson | 2098 | 149 | R | 15 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 26 | DataScienceR | 2085 | 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 | 2064 | 568 | 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 | 1982 | 314 | R | 80 | A Grammar of Animated Graphics | 2025-09-04T12:14:57Z |
| 29 | benchm-ml | 1894 | 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 | 1844 | 241 | R | 53 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | CausalImpact | 1818 | 260 | R | 26 | An R package for causal inference in time series | 2025-09-26T09:32:40Z |
| 32 | blogdown | 1788 | 323 | R | 24 | Create Blogs and Websites with R Markdown | 2026-01-18T04:20:43Z |
| 33 | tidyverse | 1780 | 292 | R | 10 | Easily install and load packages from the tidyverse | 2025-06-18T20:15:42Z |
| 34 | stat_rethinking_2024 | 1763 | 202 | R | 3 | None | 2024-03-08T10:06:51Z |
| 35 | geocompr | 1748 | 613 | R | 8 | Geocomputation with R: an open source book | 2026-01-30T22:38:55Z |
| 36 | reticulate | 1746 | 347 | R | 460 | R Interface to Python | 2026-03-20T19:27:01Z |
| 37 | investing | 1745 | 111 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 38 | DiagrammeR | 1735 | 249 | R | 171 | Graph and network visualization using tabular data in R | 2025-11-09T23:54:42Z |
| 39 | r-color-palettes | 1680 | 146 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2026-01-30T17:12:43Z |
| 40 | mlr | 1680 | 404 | R | 9 | Machine Learning in R | 2025-08-22T19:47:49Z |
| 41 | caret | 1673 | 632 | R | 195 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2024-12-10T20:43:41Z |
| 42 | awesome-shiny-extensions | 1645 | 187 | R | 0 | 🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny | 2026-03-04T00:57:15Z |
| 43 | bbplot | 1617 | 270 | 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 | 1615 | 225 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 45 | rvest | 1514 | 352 | R | 31 | Simple web scraping for R | 2025-09-09T10:02:49Z |
| 46 | broom | 1512 | 305 | R | 11 | Convert statistical analysis objects from R into tidy format | 2026-01-26T21:23:56Z |
| 47 | tofsims | 1494 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 48 | ComplexHeatmap | 1485 | 244 | R | 227 | Make Complex Heatmaps | 2026-01-30T06:23:15Z |
| 49 | janitor | 1444 | 132 | R | 36 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 50 | plumber | 1435 | 259 | R | 118 | Turn your R code into a web API. | 2026-02-09T15:10:26Z |
| 51 | sf | 1430 | 302 | R | 61 | Simple Features for R | 2026-03-30T20:06:46Z |
| 52 | tidyr | 1428 | 419 | R | 48 | Tidy Messy Data | 2026-03-29T00:34:38Z |
| 53 | rnaseq_tutorial | 1420 | 619 | 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 | 1396 | 216 | R | 133 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2026-03-30T11:13:35Z |
| 55 | purrr | 1384 | 292 | R | 25 | A functional programming toolkit for R | 2026-01-09T14:08:43Z |
| 56 | mastering-shiny | 1375 | 572 | R | 54 | Mastering Shiny: a book | 2026-02-03T17:06:36Z |
| 57 | ggthemes | 1355 | 225 | R | 14 | Additional themes, scales, and geoms for ggplot2 | 2025-12-01T04:53:55Z |
| 58 | drake | 1341 | 130 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2024-12-04T11:25:31Z |
| 59 | tensorflow | 1340 | 318 | R | 40 | TensorFlow for R | 2025-08-22T19:19:30Z |
| 60 | hrbrthemes | 1337 | 98 | R | 30 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2025-04-30T11:49:56Z |
| 61 | lintr | 1271 | 198 | R | 302 | Static Code Analysis for R | 2026-03-30T05:10:40Z |
| 62 | vitae | 1264 | 246 | R | 43 | R Markdown Résumés and CVs | 2026-01-29T21:51:22Z |
| 63 | ggrepel | 1255 | 94 | R | 24 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2026-03-15T22:27:18Z |
| 64 | ggpubr | 1243 | 180 | R | 219 | 'ggplot2' Based Publication Ready Plots | 2026-02-28T09:18:45Z |
| 65 | MetBrewer | 1238 | 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 |
| 66 | r-source | 1227 | 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. | 2026-03-30T17:15:52Z |
| 67 | advanced-shiny | 1218 | 380 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2025-12-21T05:49:16Z |
| 68 | 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 |
| 69 | swirl | 1205 | 596 | R | 307 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 70 | tidytext | 1200 | 183 | R | 7 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2026-02-21T01:56:46Z |
| 71 | clusterProfiler | 1188 | 265 | R | 364 | 📊 A universal enrichment tool for interpreting omics data | 2026-03-29T00:36:48Z |
| 72 | gtsummary | 1183 | 144 | R | 44 | Presentation-Ready Data Summary and Analytic Result Tables | 2026-03-16T04:35:58Z |
| 73 | forecast | 1164 | 344 | R | 5 | Forecasting Functions for Time Series and Linear Models | 2026-03-28T23:11:40Z |
| 74 | easystats | 1152 | 87 | R | 39 | 🌌 The R easystats-project | 2026-03-02T07:54:48Z |
| 75 | renv | 1141 | 164 | R | 217 | renv: Project environments for R. | 2026-03-27T21:51:56Z |
| 76 | performance | 1135 | 104 | R | 103 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2026-03-02T08:11:36Z |
| 77 | fasteR | 1128 | 187 | R | 10 | Fast Lane to Learning R! | 2026-01-03T03:37:28Z |
| 78 | R | 1120 | 345 | R | 0 | Collection of various algorithms implemented in R. | 2025-10-26T15:25:54Z |
| 79 | ggraph | 1113 | 114 | R | 49 | Grammar of Graph Graphics | 2025-08-25T06:42:17Z |
| 80 | tinytex | 1102 | 124 | R | 24 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2026-03-28T17:20:06Z |
| 81 | rstan | 1075 | 272 | R | 345 | RStan, the R interface to Stan | 2026-03-25T16:35:49Z |
| 82 | targets | 1064 | 82 | R | 0 | Function-oriented Make-like declarative workflows for R | 2026-02-23T13:36:18Z |
| 83 | mlr3 | 1063 | 96 | R | 18 | mlr3: Machine Learning in R - next generation | 2026-03-23T12:46:07Z |
| 84 | paletteer | 1031 | 52 | R | 4 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2026-01-08T06:13:55Z |
| 85 | readr | 1029 | 291 | R | 91 | Read flat files (csv, tsv, fwf) into R | 2026-02-19T18:34:55Z |
| 86 | pointblank | 1027 | 60 | R | 109 | Data quality assessment and metadata reporting for data frames and database tables | 2026-01-14T17:59:44Z |
| 87 | circlize | 1011 | 149 | R | 66 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 88 | future | 1008 | 92 | R | 76 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2026-03-28T19:22:05Z |
| 89 | palmerpenguins | 999 | 252 | R | 14 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 90 | gptstudio | 989 | 120 | R | 10 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2026-01-03T18:15:49Z |
| 91 | httr | 984 | 1964 | R | 7 | httr: a friendly http package for R | 2026-02-13T21:44:33Z |
| 92 | sparklyr | 969 | 308 | R | 347 | R interface for Apache Spark | 2026-02-09T18:49:35Z |
| 93 | magrittr | 967 | 161 | R | 23 | Improve the readability of R code with the pipe | 2025-12-15T14:44:07Z |
| 94 | generativeart | 954 | 167 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 95 | box | 952 | 49 | R | 63 | Write reusable, composable and modular R code | 2025-11-25T00:13:26Z |
| 96 | ggforce | 946 | 110 | R | 67 | Accelerating ggplot2 | 2025-09-15T19:27:31Z |
| 97 | see | 944 | 47 | R | 33 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2026-03-02T08:13:01Z |
| 98 | r-pkgs | 940 | 641 | R | 35 | Building R packages | 2026-03-30T15:29:54Z |
| 99 | tradingeconomics | 939 | 715 | R | 0 | TRADING ECONOMICS - API Code Examples | 2026-03-17T18:29:35Z |
| 100 | golem | 935 | 137 | R | 41 | A Framework for Building Robust Shiny Apps | 2026-02-05T09:43:07Z |