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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | FriendsDontLetFriends | 6687 | 266 | R | 3 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 2024-12-10T17:15:10Z |
| 2 | ggplot2 | 6677 | 2082 | R | 62 | An implementation of the Grammar of Graphics in R | 2025-05-13T15:01:34Z |
| 3 | awesome-R | 6157 | 1502 | R | 3 | A curated list of awesome R packages, frameworks and software. | 2024-12-06T02:57:12Z |
| 4 | shiny | 5474 | 1874 | R | 825 | Easy interactive web applications with R | 2025-05-13T13:52:02Z |
| 5 | dplyr | 4868 | 2127 | R | 98 | dplyr: A grammar of data manipulation | 2025-04-16T15:51:18Z |
| 6 | r4ds | 4770 | 4293 | R | 17 | R for data science: a book | 2025-04-29T12:28:16Z |
| 7 | swirl_courses | 4417 | 7246 | R | 141 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 8 | stat_rethinking_2022 | 4111 | 443 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | data.table | 3729 | 1008 | R | 963 | R's data.table package extends data.frame: | 2025-05-13T19:30:39Z |
| 10 | awesome-network-analysis | 3721 | 618 | R | 10 | A curated list of awesome network analysis resources. | 2025-02-24T16:15:08Z |
| 11 | ML_for_Hackers | 3678 | 2213 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 12 | AnomalyDetection | 3595 | 775 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 13 | rmarkdown | 2930 | 987 | R | 248 | Dynamic Documents for R | 2025-03-31T10:19:09Z |
| 14 | plotly.R | 2612 | 633 | R | 694 | An interactive graphing library for R | 2024-12-16T17:44:01Z |
| 15 | patchwork | 2538 | 164 | R | 49 | The Composer of ggplots | 2025-03-25T06:51:35Z |
| 16 | devtools | 2451 | 764 | R | 37 | Tools to make an R developer's life easier | 2025-04-04T08:49:40Z |
| 17 | seurat | 2432 | 947 | R | 457 | R toolkit for single cell genomics | 2025-04-24T12:52:29Z |
| 18 | knitr | 2420 | 879 | R | 129 | A general-purpose tool for dynamic report generation in R | 2025-04-17T14:10:23Z |
| 19 | stat_rethinking_2023 | 2281 | 256 | R | 12 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 20 | rethinking | 2243 | 608 | R | 209 | Statistical Rethinking course and book package | 2024-08-23T07:12:15Z |
| 21 | rayshader | 2106 | 216 | R | 36 | R Package for 2D and 3D mapping and data visualization | 2025-01-29T05:09:51Z |
| 22 | ggstatsplot | 2092 | 200 | R | 61 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2025-05-10T08:29:56Z |
| 23 | gt | 2091 | 216 | R | 295 | Easily generate information-rich, publication-quality tables from R | 2025-04-23T17:11:52Z |
| 24 | labs | 2055 | 1952 | R | 18 | Rmd source files for the HarvardX series PH525x | 2024-02-12T12:55:39Z |
| 25 | DataScienceR | 2042 | 891 | R | 1 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 26 | nyc-taxi-data | 2026 | 569 | R | 2 | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 2024-04-01T16:26:43Z |
| 27 | wesanderson | 2016 | 149 | R | 13 | A Wes Anderson color palette for R | 2024-06-13T20:44:06Z |
| 28 | gganimate | 1964 | 312 | R | 80 | A Grammar of Animated Graphics | 2025-03-25T06:56:53Z |
| 29 | benchm-ml | 1886 | 335 | 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 | 1818 | 235 | R | 51 | RStudio add-in to make plots interactively with ggplot2 | 2025-02-21T13:20:45Z |
| 31 | blogdown | 1761 | 332 | R | 24 | Create Blogs and Websites with R Markdown | 2025-04-04T02:27:57Z |
| 32 | investing | 1740 | 110 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 33 | CausalImpact | 1739 | 258 | R | 30 | An R package for causal inference in time series | 2023-07-17T18:19:58Z |
| 34 | tidyverse | 1718 | 292 | R | 7 | Easily install and load packages from the tidyverse | 2024-10-21T22:01:22Z |
| 35 | DiagrammeR | 1708 | 247 | R | 164 | Graph and network visualization using tabular data in R | 2025-04-29T15:02:11Z |
| 36 | reticulate | 1696 | 341 | R | 439 | R Interface to Python | 2025-05-09T20:41:41Z |
| 37 | mlr | 1662 | 405 | R | 8 | Machine Learning in R | 2024-08-12T16:39:12Z |
| 38 | geocompr | 1652 | 602 | R | 7 | Geocomputation with R: an open source book | 2025-04-28T12:30:37Z |
| 39 | caret | 1645 | 629 | R | 184 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2024-12-10T20:43:41Z |
| 40 | stats337 | 1617 | 226 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 41 | bbplot | 1582 | 268 | 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 |
| 42 | r-color-palettes | 1580 | 144 | R | 24 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2024-08-15T15:09:03Z |
| 43 | stat_rethinking_2024 | 1531 | 160 | R | 3 | None | 2024-03-08T10:06:51Z |
| 44 | tofsims | 1501 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 45 | rvest | 1500 | 345 | R | 32 | Simple web scraping for R | 2024-10-25T15:53:24Z |
| 46 | broom | 1482 | 306 | R | 11 | Convert statistical analysis objects from R into tidy format | 2025-04-25T20:34:35Z |
| 47 | plumber | 1418 | 263 | R | 116 | Turn your R code into a web API. | 2025-03-11T18:32:48Z |
| 48 | janitor | 1410 | 132 | R | 33 | simple tools for data cleaning in R | 2024-12-23T14:20:04Z |
| 49 | tidyr | 1394 | 415 | R | 51 | Tidy Messy Data | 2025-03-03T19:50:08Z |
| 50 | rnaseq_tutorial | 1371 | 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 |
| 51 | sf | 1371 | 303 | R | 69 | Simple Features for R | 2025-05-12T17:58:28Z |
| 52 | ComplexHeatmap | 1369 | 234 | R | 217 | Make Complex Heatmaps | 2025-04-01T16:51:46Z |
| 53 | mastering-shiny | 1353 | 573 | R | 52 | Mastering Shiny: a book | 2025-02-27T21:24:57Z |
| 54 | drake | 1342 | 129 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2024-12-04T11:25:31Z |
| 55 | tensorflow | 1334 | 322 | R | 40 | TensorFlow for R | 2025-04-10T15:54:35Z |
| 56 | ggthemes | 1328 | 225 | R | 12 | Additional themes, scales, and geoms for ggplot2 | 2024-02-14T22:58:14Z |
| 57 | brms | 1324 | 195 | R | 118 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2025-05-07T05:34:24Z |
| 58 | purrr | 1312 | 279 | R | 29 | A functional programming toolkit for R | 2025-02-07T15:12:27Z |
| 59 | hrbrthemes | 1276 | 95 | R | 27 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2025-04-30T11:49:56Z |
| 60 | vitae | 1245 | 244 | R | 41 | R Markdown Résumés and CVs | 2024-07-10T15:47:56Z |
| 61 | lintr | 1234 | 186 | R | 277 | Static Code Analysis for R | 2025-05-11T18:33:23Z |
| 62 | ggrepel | 1233 | 96 | R | 33 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2024-11-04T15:51:47Z |
| 63 | advanced-shiny | 1207 | 386 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2024-08-18T18:40:18Z |
| 64 | tidytext | 1185 | 182 | R | 12 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2024-04-10T13:44:30Z |
| 65 | r-source | 1181 | 319 | 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. | 2025-05-13T11:32:32Z |
| 66 | ggpubr | 1177 | 175 | R | 236 | 'ggplot2' Based Publication Ready Plots | 2024-06-19T01:39:18Z |
| 67 | statistics-for-data-scientists | 1168 | 662 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 68 | swirl | 1164 | 596 | R | 299 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 69 | MetBrewer | 1157 | 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 |
| 70 | forecast | 1140 | 341 | R | 13 | Forecasting Functions for Time Series and Linear Models | 2025-04-16T23:11:22Z |
| 71 | easystats | 1125 | 83 | R | 40 | 🌌 The R easystats-project | 2025-05-08T09:46:46Z |
| 72 | gtsummary | 1110 | 133 | R | 51 | Presentation-Ready Data Summary and Analytic Result Tables | 2025-05-09T16:45:21Z |
| 73 | clusterProfiler | 1091 | 260 | R | 342 | 📊 A universal enrichment tool for interpreting omics data | 2025-04-17T01:51:05Z |
| 74 | ggraph | 1090 | 115 | R | 50 | Grammar of Graph Graphics | 2024-03-07T12:53:00Z |
| 75 | performance | 1073 | 97 | R | 97 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2025-05-11T14:02:51Z |
| 76 | rstan | 1059 | 269 | R | 339 | RStan, the R interface to Stan | 2025-05-10T10:44:03Z |
| 77 | renv | 1058 | 154 | R | 185 | renv: Project environments for R. | 2025-05-04T19:36:26Z |
| 78 | fasteR | 1054 | 170 | R | 8 | Fast Lane to Learning R! | 2024-08-08T00:45:27Z |
| 79 | tinytex | 1026 | 121 | R | 28 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2025-04-15T17:47:02Z |
| 80 | readr | 1014 | 285 | R | 106 | Read flat files (csv, tsv, fwf) into R | 2024-07-31T16:03:00Z |
| 81 | targets | 994 | 76 | R | 0 | Function-oriented Make-like declarative workflows for R | 2025-05-13T13:19:56Z |
| 82 | mlr3 | 993 | 86 | R | 40 | mlr3: Machine Learning in R - next generation | 2025-05-13T16:31:04Z |
| 83 | httr | 989 | 1978 | R | 5 | httr: a friendly http package for R | 2024-10-11T13:16:06Z |
| 84 | circlize | 986 | 148 | R | 64 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 85 | future | 978 | 89 | R | 83 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2025-05-14T02:34:09Z |
| 86 | paletteer | 973 | 49 | R | 11 | 🎨🎨🎨 Collection of most color palettes in a single R package | 2024-06-24T15:21:27Z |
| 87 | sparklyr | 963 | 308 | R | 344 | R interface for Apache Spark | 2025-03-18T14:29:34Z |
| 88 | magrittr | 962 | 158 | R | 21 | Improve the readability of R code with the pipe | 2023-03-08T13:37:44Z |
| 89 | pointblank | 955 | 58 | R | 86 | Data quality assessment and metadata reporting for data frames and database tables | 2025-04-08T20:49:02Z |
| 90 | gptstudio | 949 | 116 | R | 11 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2025-04-29T01:52:24Z |
| 91 | R | 945 | 314 | R | 7 | Collection of various algorithms implemented in R. | 2025-04-19T13:12:09Z |
| 92 | palmerpenguins | 943 | 228 | R | 13 | A great intro dataset for data exploration & visualization (alternative to iris). | 2024-09-19T22:20:38Z |
| 93 | ggforce | 933 | 107 | R | 63 | Accelerating ggplot2 | 2025-03-25T06:56:04Z |
| 94 | generativeart | 929 | 165 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 95 | golem | 923 | 131 | R | 55 | A Framework for Building Robust Shiny Apps | 2025-05-07T10:03:10Z |
| 96 | see | 916 | 43 | R | 32 | 🎨 Visualisation toolbox for beautiful and publication-ready figures | 2025-05-10T10:20:49Z |
| 97 | box | 909 | 49 | R | 63 | Write reusable, composable and modular R code | 2025-03-04T07:35:17Z |
| 98 | r-pkgs | 908 | 643 | R | 22 | Building R packages | 2025-04-29T14:54:19Z |
| 99 | pagedown | 908 | 126 | R | 86 | Paginate the HTML Output of R Markdown with CSS for Print | 2025-01-07T15:27:23Z |
| 100 | BanditsBook | 907 | 265 | R | 5 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |