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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 7039 | 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 | 6912 | 2130 | R | 76 | An implementation of the Grammar of Graphics in R | 2026-03-29T00:38:13Z |
| 3 | awesome-R | 6441 | 1509 | R | 6 | A curated list of awesome R packages, frameworks and software. | 2025-09-18T16:46:19Z |
| 4 | shiny | 5638 | 1888 | R | 811 | Easy interactive web applications with R | 2026-04-10T14:28:13Z |
| 5 | r4ds | 5027 | 4409 | R | 17 | R for data science: a book | 2026-04-08T19:42:26Z |
| 6 | dplyr | 5023 | 2135 | R | 79 | dplyr: A grammar of data manipulation | 2026-04-07T12:57:44Z |
| 7 | swirl_courses | 4534 | 7223 | R | 143 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | stat_rethinking_2022 | 4102 | 437 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | awesome-network-analysis | 4000 | 627 | R | 10 | A curated list of awesome network analysis resources. | 2026-04-05T18:59:04Z |
| 10 | data.table | 3867 | 1043 | R | 871 | R's data.table package extends data.frame: | 2026-04-09T20:18:31Z |
| 11 | ML_for_Hackers | 3772 | 2191 | R | 24 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3612 | 770 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 3030 | 997 | R | 251 | Dynamic Documents for R | 2026-04-09T00:21:45Z |
| 14 | seurat | 2698 | 988 | R | 241 | R toolkit for single cell genomics | 2026-04-10T22:04:47Z |
| 15 | plotly.R | 2665 | 641 | R | 709 | An interactive graphing library for R | 2026-04-11T00:35:34Z |
| 16 | patchwork | 2592 | 169 | R | 74 | The Composer of ggplots | 2025-08-25T10:11:42Z |
| 17 | devtools | 2506 | 762 | R | 3 | Tools to make an R developer's life easier | 2026-03-18T20:36:02Z |
| 18 | knitr | 2446 | 880 | R | 130 | A general-purpose tool for dynamic report generation in R | 2026-04-09T14:48:32Z |
| 19 | stat_rethinking_2023 | 2376 | 266 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 20 | rethinking | 2366 | 626 | R | 211 | Statistical Rethinking course and book package | 2026-03-18T10:03:44Z |
| 21 | ggstatsplot | 2177 | 203 | R | 60 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2026-04-05T14:48:52Z |
| 22 | rayshader | 2154 | 217 | R | 39 | R Package for 2D and 3D mapping and data visualization | 2026-04-08T03:45:51Z |
| 23 | gt | 2147 | 221 | R | 306 | Easily generate information-rich, publication-quality tables from R | 2026-02-19T15:06:30Z |
| 24 | labs | 2140 | 1955 | R | 18 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 25 | wesanderson | 2100 | 148 | R | 15 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 26 | DataScienceR | 2084 | 876 | R | 2 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 27 | nyc-taxi-data | 2067 | 567 | 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 | 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 | 1843 | 243 | R | 53 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | CausalImpact | 1817 | 261 | R | 26 | An R package for causal inference in time series | 2026-03-31T04:46:51Z |
| 32 | blogdown | 1788 | 324 | R | 24 | Create Blogs and Websites with R Markdown | 2026-01-18T04:20:43Z |
| 33 | tidyverse | 1784 | 293 | R | 10 | Easily install and load packages from the tidyverse | 2025-06-18T20:15:42Z |
| 34 | stat_rethinking_2024 | 1769 | 204 | R | 3 | None | 2024-03-08T10:06:51Z |
| 35 | geocompr | 1751 | 613 | R | 9 | Geocomputation with R: an open source book | 2026-04-02T11:03:25Z |
| 36 | reticulate | 1745 | 347 | R | 461 | R Interface to Python | 2026-04-07T23:58:49Z |
| 37 | investing | 1745 | 111 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 38 | DiagrammeR | 1734 | 249 | R | 171 | Graph and network visualization using tabular data in R | 2025-11-09T23:54:42Z |
| 39 | r-color-palettes | 1683 | 146 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2026-01-30T17:12:43Z |
| 40 | mlr | 1679 | 404 | R | 9 | Machine Learning in R | 2025-08-22T19:47:49Z |
| 41 | caret | 1675 | 630 | 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 | 1649 | 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 | 1626 | 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 | stats337 | 1615 | 223 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 45 | rvest | 1517 | 351 | 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 | 1495 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 48 | ComplexHeatmap | 1484 | 244 | R | 227 | Make Complex Heatmaps | 2026-04-02T07:54:48Z |
| 49 | janitor | 1443 | 132 | R | 36 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 50 | plumber | 1436 | 259 | R | 118 | Turn your R code into a web API. | 2026-02-09T15:10:26Z |
| 51 | sf | 1431 | 303 | R | 58 | Simple Features for R | 2026-04-10T12:14:34Z |
| 52 | tidyr | 1428 | 418 | R | 48 | Tidy Messy Data | 2026-03-29T00:34:38Z |
| 53 | rnaseq_tutorial | 1420 | 617 | 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 | 1399 | 216 | R | 134 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2026-04-01T07:38:34Z |
| 55 | purrr | 1386 | 292 | R | 25 | A functional programming toolkit for R | 2026-04-10T10:14:28Z |
| 56 | mastering-shiny | 1375 | 571 | R | 54 | Mastering Shiny: a book | 2026-02-03T17:06:36Z |
| 57 | ggthemes | 1354 | 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 | 1339 | 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 | 2026-03-31T22:54:34Z |
| 62 | vitae | 1265 | 246 | R | 43 | R Markdown Résumés and CVs | 2026-01-29T21:51:22Z |
| 63 | ggrepel | 1256 | 94 | R | 25 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2026-03-15T22:27:18Z |
| 64 | MetBrewer | 1248 | 87 | 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 | ggpubr | 1243 | 180 | R | 220 | 'ggplot2' Based Publication Ready Plots | 2026-02-28T09:18:45Z |
| 66 | r-source | 1229 | 327 | 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. | 2026-04-10T21:57:42Z |
| 67 | advanced-shiny | 1219 | 379 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2025-12-21T05:49:16Z |
| 68 | statistics-for-data-scientists | 1215 | 665 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 69 | swirl | 1206 | 598 | R | 307 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 70 | tidytext | 1201 | 183 | R | 7 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2026-02-21T01:56:46Z |
| 71 | clusterProfiler | 1196 | 266 | R | 365 | 📊 A universal enrichment tool for interpreting omics data | 2026-04-05T00:26:49Z |
| 72 | gtsummary | 1183 | 144 | R | 44 | Presentation-Ready Data Summary and Analytic Result Tables | 2026-03-16T04:35:58Z |
| 73 | forecast | 1164 | 343 | R | 5 | Forecasting Functions for Time Series and Linear Models | 2026-04-07T21:30:09Z |
| 74 | easystats | 1153 | 87 | R | 38 | 🌌 The R easystats-project | 2026-03-02T07:54:48Z |
| 75 | renv | 1144 | 163 | R | 221 | renv: Project environments for R. | 2026-04-10T23:55:13Z |
| 76 | performance | 1137 | 104 | R | 105 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2026-03-02T08:11:36Z |
| 77 | fasteR | 1130 | 187 | R | 10 | Fast Lane to Learning R! | 2026-01-03T03:37:28Z |
| 78 | R | 1121 | 346 | R | 0 | Collection of various algorithms implemented in R. | 2026-04-04T07:24:12Z |
| 79 | ggraph | 1113 | 114 | R | 49 | Grammar of Graph Graphics | 2025-08-25T06:42:17Z |
| 80 | tinytex | 1104 | 125 | R | 25 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2026-04-07T18:50:59Z |
| 81 | rstan | 1077 | 271 | R | 345 | RStan, the R interface to Stan | 2026-04-09T14:57:34Z |
| 82 | targets | 1067 | 82 | R | 0 | Function-oriented Make-like declarative workflows for R | 2026-02-23T13:36:18Z |
| 83 | mlr3 | 1066 | 96 | R | 18 | mlr3: Machine Learning in R - next generation | 2026-04-10T10:48:30Z |
| 84 | paletteer | 1033 | 53 | R | 4 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2026-01-08T06:13:55Z |
| 85 | pointblank | 1030 | 59 | R | 109 | Data quality assessment and metadata reporting for data frames and database tables | 2026-01-14T17:59:44Z |
| 86 | readr | 1029 | 290 | R | 91 | Read flat files (csv, tsv, fwf) into R | 2026-04-10T16:35:05Z |
| 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 | 2026-04-08T17:39:05Z |
| 89 | palmerpenguins | 1000 | 252 | R | 14 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 90 | gptstudio | 987 | 120 | R | 10 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2026-01-03T18:15:49Z |
| 91 | httr | 985 | 1963 | R | 7 | httr: a friendly http package for R | 2026-02-13T21:44:33Z |
| 92 | sparklyr | 968 | 308 | R | 347 | R interface for Apache Spark | 2026-02-09T18:49:35Z |
| 93 | magrittr | 968 | 161 | R | 22 | Improve the readability of R code with the pipe | 2026-04-05T05:42:58Z |
| 94 | generativeart | 954 | 167 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 95 | box | 953 | 49 | R | 64 | Write reusable, composable and modular R code | 2026-04-08T16:35:16Z |
| 96 | ggforce | 947 | 110 | R | 67 | Accelerating ggplot2 | 2025-09-15T19:27:31Z |
| 97 | tradingeconomics | 944 | 717 | R | 0 | TRADING ECONOMICS - API Code Examples | 2026-04-09T14:58:57Z |
| 98 | see | 943 | 47 | R | 34 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2026-04-01T12:26:37Z |
| 99 | r-pkgs | 942 | 641 | R | 35 | Building R packages | 2026-04-10T07:47:53Z |
| 100 | golem | 935 | 137 | R | 42 | A Framework for Building Robust Shiny Apps | 2026-04-10T14:14:20Z |