Github-Ranking

:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名,每日自动更新

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Github Ranking

Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 FriendsDontLetFriends 7178 292 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 7016 2125 R 79 An implementation of the Grammar of Graphics in R 2026-10-20T15:08:55Z
3 awesome-R 6525 1509 R 6 A curated list of awesome R packages, frameworks and software. 2025-09-18T16:46:19Z
4 shiny 5704 1890 R 794 Easy interactive web applications with R 2026-10-16T15:41:45Z
5 r4ds 5185 4441 R 23 R for data science: a book 2026-10-19T22:50:13Z
6 dplyr 5076 2110 R 84 dplyr: A grammar of data manipulation 2026-06-02T15:25:25Z
7 swirl_courses 4620 7192 R 146 :mortar_board: A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 awesome-network-analysis 4133 645 R 14 A curated list of awesome network analysis resources. 2026-08-20T13:22:11Z
9 stat_rethinking_2022 4105 431 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
10 data.table 3928 1059 R 871 R’s data.table package extends data.frame: 2026-10-20T07:45:03Z
11 ML_for_Hackers 3729 2173 R 23 Code accompanying the book “Machine Learning for Hackers” 2019-05-26T16:52:29Z
12 AnomalyDetection 3606 760 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 3065 990 R 246 Dynamic Documents for R 2026-10-16T22:48:54Z
14 seurat 2806 1000 R 183 R toolkit for single cell genomics 2026-10-20T16:09:02Z
15 plotly.R 2684 640 R 716 An interactive graphing library for R 2026-07-25T00:33:15Z
16 patchwork 2616 171 R 76 The Composer of ggplots 2025-08-25T10:11:42Z
17 devtools 2521 761 R 5 Tools to make an R developer’s life easier 2026-09-30T18:32:05Z
18 knitr 2469 876 R 2 A general-purpose tool for dynamic report generation in R 2026-10-12T22:31:02Z
19 rethinking 2429 630 R 225 Statistical Rethinking course and book package 2026-06-10T07:05:08Z
20 stat_rethinking_2023 2389 268 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
21 ggstatsplot 2206 200 R 0 Enhancing {ggplot2} plots with statistical analysis 📊📣 2026-10-18T20:35:43Z
22 rayshader 2184 220 R 42 R Package for 2D and 3D mapping and data visualization 2026-09-27T18:26:01Z
23 labs 2178 1950 R 19 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
24 wesanderson 2163 152 R 15 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
25 gt 2163 228 R 245 Easily generate information-rich, publication-quality tables from R 2026-10-15T13:30:52Z
26 DataScienceR 2153 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 2084 559 R 1 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2026-09-25T21:16:46Z
28 gganimate 1984 315 R 80 A Grammar of Animated Graphics 2025-09-04T12:14:57Z
29 benchm-ml 1897 326 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 1865 243 R 54 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 CausalImpact 1865 263 R 26 An R package for causal inference in time series 2026-03-31T04:46:51Z
32 stat_rethinking_2024 1832 214 R 3 None 2024-03-08T10:06:51Z
33 tidyverse 1807 293 R 11 Easily install and load packages from the tidyverse 2025-06-18T20:15:42Z
34 geocompr 1794 618 R 10 Geocomputation with R: an open source book 2026-09-14T14:14:43Z
35 blogdown 1792 324 R 25 Create Blogs and Websites with R Markdown 2026-06-19T19:22:36Z
36 reticulate 1765 350 R 466 R Interface to Python 2026-10-16T14:11:28Z
37 DiagrammeR 1750 244 R 169 Graph and network visualization using tabular data in R 2026-04-27T20:44:12Z
38 investing 1744 108 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
39 r-color-palettes 1725 146 R 17 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2026-06-01T16:25:08Z
40 awesome-shiny-extensions 1688 188 R 0 🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny 2026-10-07T04:20:48Z
41 mlr 1686 401 R 10 Machine Learning in R 2026-10-11T15:58:21Z
42 caret 1667 625 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 1644 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 1610 223 R 5 Readings in applied data science 2018-06-21T15:57:29Z
45 ComplexHeatmap 1560 255 R 228 Make Complex Heatmaps 2026-04-02T07:54:48Z
46 rvest 1526 349 R 6 Simple web scraping for R 2026-10-09T17:06:18Z
47 broom 1526 299 R 12 Convert statistical analysis objects from R into tidy format 2026-05-14T16:34:12Z
48 tofsims 1487 6 R 0 None 2017-11-29T19:16:12Z
49 janitor 1461 134 R 36 simple tools for data cleaning in R 2024-12-23T14:20:04Z
50 sf 1451 305 R 58 Simple Features for R 2026-10-19T20:20:43Z
51 tidyr 1444 417 R 46 Tidy Messy Data 2026-06-02T17:43:26Z
52 plumber 1439 258 R 120 Turn your R code into a web API. 2026-02-09T15:10:26Z
53 rnaseq_tutorial 1436 611 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 1435 229 R 151 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2026-10-20T12:54:36Z
55 purrr 1411 297 R 25 A functional programming toolkit for R 2026-09-19T14:49:33Z
56 mastering-shiny 1381 560 R 54 Mastering Shiny: a book 2026-02-03T17:06:36Z
57 hrbrthemes 1357 98 R 30 :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components 2026-10-17T03:00:32Z
58 ggthemes 1353 224 R 0 Additional themes, scales, and geoms for ggplot2 2026-10-14T20:23:00Z
59 drake 1344 129 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
60 tensorflow 1340 316 R 40 TensorFlow for R 2026-05-08T15:49:04Z
61 lintr 1300 203 R 235 Static Code Analysis for R 2026-10-16T22:30:53Z
62 MetBrewer 1285 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
63 ggpubr 1282 183 R 5 ‘ggplot2’ Based Publication Ready Plots 2026-07-31T19:58:26Z
64 vitae 1274 245 R 28 R Markdown Résumés and CVs 2026-08-21T13:32:06Z
65 ggrepel 1262 95 R 23 :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. 2026-10-09T13:15:41Z
66 r-source 1255 332 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. 2026-10-20T17:22:05Z
67 clusterProfiler 1243 267 R 251 :bar_chart: A universal enrichment tool for interpreting omics data 2026-10-18T08:32:45Z
68 statistics-for-data-scientists 1237 660 R 10 Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts” 2022-12-16T01:16:27Z
69 swirl 1220 596 R 309 :cyclone: Learn R, in R. 2023-10-27T18:00:31Z
70 advanced-shiny 1217 379 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2025-12-21T05:49:16Z
71 gtsummary 1217 151 R 15 Presentation-Ready Data Summary and Analytic Result Tables 2026-10-21T04:01:00Z
72 R 1213 357 R 0 Collection of various algorithms implemented in R. 2026-06-12T17:55:05Z
73 tidytext 1205 182 R 8 Text mining using tidy tools :sparkles::page_facing_up::sparkles: 2026-08-02T19:37:32Z
74 forecast 1186 337 R 5 Forecasting Functions for Time Series and Linear Models 2026-10-20T20:22:12Z
75 tinytex 1175 128 R 28 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2026-10-16T14:45:53Z
76 fasteR 1173 196 R 10 Fast Lane to Learning R! 2026-01-03T03:37:28Z
77 renv 1164 169 R 197 renv: Project environments for R. 2026-10-17T22:09:20Z
78 performance 1162 108 R 72 :muscle: Models’ quality and performance metrics (R2, ICC, LOO, AIC, BF, …) 2026-10-19T16:11:05Z
79 easystats 1162 88 R 41 :milky_way: The R easystats-project 2026-10-19T09:02:38Z
80 ggraph 1120 114 R 51 Grammar of Graph Graphics 2025-08-25T06:42:17Z
81 targets 1102 86 R 2 Function-oriented Make-like declarative workflows for R 2026-05-13T17:53:48Z
82 rstan 1087 266 R 346 RStan, the R interface to Stan 2026-10-19T01:00:32Z
83 mlr3 1082 98 R 23 mlr3: Machine Learning in R - next generation 2026-09-28T08:58:43Z
84 pointblank 1051 62 R 100 Data quality assessment and metadata reporting for data frames and database tables 2026-08-21T19:59:31Z
85 paletteer 1045 53 R 4 🎨🎨🎨 Collection of most color palettes in a single R package 2026-01-08T06:13:55Z
86 readr 1041 296 R 92 Read flat files (csv, tsv, fwf) into R 2026-04-10T16:35:05Z
87 circlize 1027 147 R 66 Circular visualization in R 2023-11-11T08:34:17Z
88 palmerpenguins 1020 266 R 15 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
89 future 1015 94 R 78 :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone 2026-10-18T01:56:34Z
90 gptstudio 989 115 R 10 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2026-01-03T18:15:49Z
91 box 984 49 R 66 Write reusable, composable and modular R code 2026-08-16T17:07:42Z
92 httr 983 1954 R 8 httr: a friendly http package for R 2026-09-01T14:43:58Z
93 sparklyr 972 310 R 351 R interface for Apache Spark 2026-10-06T13:51:30Z
94 magrittr 972 161 R 23 Improve the readability of R code with the pipe 2026-04-05T05:42:58Z
95 generativeart 962 162 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
96 stat_rethinking_2026 961 113 R 2 Statistical Rethinking Course 2026 2026-03-20T11:08:20Z
97 ggforce 958 108 R 68 Accelerating ggplot2 2025-09-15T19:27:31Z
98 see 956 48 R 22 :art: Visualisation toolbox for beautiful and publication-ready figures 2026-10-20T08:06:22Z
99 r-pkgs 955 648 R 34 Building R packages 2026-10-20T07:31:55Z
100 awesome-computational-social-science 953 107 R 5 A list of awesome resources for Computational Social Science 2026-10-13T09:06:13Z