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 7055 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 6926 2134 R 81 An implementation of the Grammar of Graphics in R 2026-04-22T12:15:25Z
3 awesome-R 6462 1510 R 6 A curated list of awesome R packages, frameworks and software. 2025-09-18T16:46:19Z
4 shiny 5647 1889 R 795 Easy interactive web applications with R 2026-05-11T15:50:13Z
5 r4ds 5051 4415 R 18 R for data science: a book 2026-04-08T19:42:26Z
6 dplyr 5024 2132 R 79 dplyr: A grammar of data manipulation 2026-05-06T15:57:27Z
7 swirl_courses 4545 7217 R 144 :mortar_board: A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4104 435 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 awesome-network-analysis 4040 628 R 10 A curated list of awesome network analysis resources. 2026-04-17T18:25:35Z
10 data.table 3889 1046 R 871 R’s data.table package extends data.frame: 2026-05-11T13:48:31Z
11 ML_for_Hackers 3739 2186 R 24 Code accompanying the book “Machine Learning for Hackers” 2019-05-26T16:52:29Z
12 AnomalyDetection 3611 766 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 3038 993 R 252 Dynamic Documents for R 2026-04-21T16:01:42Z
14 seurat 2723 986 R 211 R toolkit for single cell genomics 2026-05-11T20:02:53Z
15 plotly.R 2667 642 R 709 An interactive graphing library for R 2026-04-16T21:34:27Z
16 patchwork 2603 170 R 74 The Composer of ggplots 2025-08-25T10:11:42Z
17 devtools 2510 761 R 4 Tools to make an R developer’s life easier 2026-04-30T16:20:47Z
18 knitr 2450 879 R 130 A general-purpose tool for dynamic report generation in R 2026-04-23T18:44:44Z
19 stat_rethinking_2023 2377 268 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2377 627 R 211 Statistical Rethinking course and book package 2026-03-18T10:03:44Z
21 ggstatsplot 2177 204 R 0 Enhancing {ggplot2} plots with statistical analysis 📊📣 2026-05-03T09:46:52Z
22 rayshader 2159 218 R 39 R Package for 2D and 3D mapping and data visualization 2026-05-10T14:12:09Z
23 gt 2147 222 R 309 Easily generate information-rich, publication-quality tables from R 2026-02-19T15:06:30Z
24 labs 2142 1952 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 DataScienceR 2126 880 R 2 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
26 wesanderson 2104 150 R 15 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
27 nyc-taxi-data 2069 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 1982 314 R 80 A Grammar of Animated Graphics 2025-09-04T12:14:57Z
29 benchm-ml 1895 328 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 1848 244 R 53 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 CausalImpact 1826 263 R 26 An R package for causal inference in time series 2026-03-31T04:46:51Z
32 blogdown 1790 324 R 24 Create Blogs and Websites with R Markdown 2026-05-06T00:28:38Z
33 tidyverse 1788 295 R 11 Easily install and load packages from the tidyverse 2025-06-18T20:15:42Z
34 stat_rethinking_2024 1780 209 R 3 None 2024-03-08T10:06:51Z
35 geocompr 1761 614 R 9 Geocomputation with R: an open source book 2026-05-12T14:59:15Z
36 reticulate 1747 348 R 460 R Interface to Python 2026-04-24T16:21:17Z
37 investing 1747 111 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
38 DiagrammeR 1735 248 R 168 Graph and network visualization using tabular data in R 2026-04-27T20:44:12Z
39 r-color-palettes 1693 145 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 1675 629 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 2026-04-24T19:54:36Z
43 bbplot 1629 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 1614 223 R 5 Readings in applied data science 2018-06-21T15:57:29Z
45 rvest 1518 351 R 31 Simple web scraping for R 2025-09-09T10:02:49Z
46 broom 1514 303 R 11 Convert statistical analysis objects from R into tidy format 2026-05-12T23:32:53Z
47 tofsims 1495 6 R 0 None 2017-11-29T19:16:12Z
48 ComplexHeatmap 1492 246 R 228 Make Complex Heatmaps 2026-04-02T07:54:48Z
49 janitor 1446 132 R 36 simple tools for data cleaning in R 2024-12-23T14:20:04Z
50 plumber 1437 257 R 118 Turn your R code into a web API. 2026-02-09T15:10:26Z
51 sf 1433 302 R 58 Simple Features for R 2026-05-10T18:26:47Z
52 tidyr 1429 419 R 48 Tidy Messy Data 2026-05-06T15:56:44Z
53 rnaseq_tutorial 1422 616 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 1402 220 R 136 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2026-05-05T05:41:07Z
55 purrr 1390 293 R 25 A functional programming toolkit for R 2026-04-17T10:22:58Z
56 mastering-shiny 1377 569 R 54 Mastering Shiny: a book 2026-02-03T17:06:36Z
57 ggthemes 1355 228 R 14 Additional themes, scales, and geoms for ggplot2 2025-12-01T04:53:55Z
58 drake 1342 130 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
59 hrbrthemes 1342 98 R 30 :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components 2026-04-19T13:43:33Z
60 tensorflow 1341 318 R 40 TensorFlow for R 2026-05-08T15:49:04Z
61 lintr 1276 197 R 303 Static Code Analysis for R 2026-05-04T20:50:56Z
62 vitae 1267 245 R 43 R Markdown Résumés and CVs 2026-01-29T21:51:22Z
63 ggrepel 1258 95 R 25 :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. 2026-04-14T13:38:53Z
64 MetBrewer 1256 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 1242 181 R 220 ‘ggplot2’ Based Publication Ready Plots 2026-02-28T09:18:45Z
66 r-source 1231 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. 2026-05-12T20:12:20Z
67 statistics-for-data-scientists 1221 664 R 9 Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts” 2022-12-16T01:16:27Z
68 advanced-shiny 1218 380 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2025-12-21T05:49:16Z
69 swirl 1209 598 R 307 :cyclone: Learn R, in R. 2023-10-27T18:00:31Z
70 clusterProfiler 1204 267 R 366 :bar_chart: A universal enrichment tool for interpreting omics data 2026-05-10T00:36:32Z
71 tidytext 1203 182 R 8 Text mining using tidy tools :sparkles::page_facing_up::sparkles: 2026-02-21T01:56:46Z
72 gtsummary 1188 144 R 42 Presentation-Ready Data Summary and Analytic Result Tables 2026-04-28T19:12:17Z
73 forecast 1168 341 R 5 Forecasting Functions for Time Series and Linear Models 2026-05-11T22:06:06Z
74 easystats 1153 87 R 37 :milky_way: The R easystats-project 2026-04-27T12:44:23Z
75 renv 1149 165 R 218 renv: Project environments for R. 2026-05-05T20:46:17Z
76 fasteR 1146 187 R 10 Fast Lane to Learning R! 2026-01-03T03:37:28Z
77 performance 1142 106 R 107 :muscle: Models’ quality and performance metrics (R2, ICC, LOO, AIC, BF, …) 2026-05-05T06:47:10Z
78 R 1138 351 R 0 Collection of various algorithms implemented in R. 2026-04-11T08:24:40Z
79 tinytex 1119 125 R 24 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2026-04-30T17:46:22Z
80 ggraph 1113 114 R 49 Grammar of Graph Graphics 2025-08-25T06:42:17Z
81 rstan 1078 271 R 346 RStan, the R interface to Stan 2026-05-11T18:02:39Z
82 targets 1076 83 R 1 Function-oriented Make-like declarative workflows for R 2026-04-29T20:52:17Z
83 mlr3 1066 97 R 20 mlr3: Machine Learning in R - next generation 2026-04-23T14:13:53Z
84 paletteer 1038 53 R 4 🎨🎨🎨 Collection of most color palettes in a single R package 2026-01-08T06:13:55Z
85 pointblank 1033 59 R 109 Data quality assessment and metadata reporting for data frames and database tables 2026-05-10T16:23:33Z
86 readr 1032 290 R 91 Read flat files (csv, tsv, fwf) into R 2026-04-10T16:35:05Z
87 circlize 1013 150 R 66 Circular visualization in R 2023-11-11T08:34:17Z
88 future 1011 92 R 76 :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone 2026-04-29T04:57:26Z
89 palmerpenguins 1007 253 R 14 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
90 MoRad 1005 75 R 0 None 2025-10-04T02:30:50Z
91 gptstudio 987 120 R 10 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2026-01-03T18:15:49Z
92 httr 982 1962 R 8 httr: a friendly http package for R 2026-02-13T21:44:33Z
93 magrittr 970 161 R 22 Improve the readability of R code with the pipe 2026-04-05T05:42:58Z
94 sparklyr 968 308 R 346 R interface for Apache Spark 2026-04-20T18:09:19Z
95 box 960 49 R 64 Write reusable, composable and modular R code 2026-05-09T16:41:48Z
96 generativeart 956 164 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
97 ggforce 950 110 R 67 Accelerating ggplot2 2025-09-15T19:27:31Z
98 see 946 46 R 33 :art: Visualisation toolbox for beautiful and publication-ready figures 2026-05-01T00:31:58Z
99 r-pkgs 944 642 R 35 Building R packages 2026-05-12T08:10:41Z
100 golem 938 137 R 37 A Framework for Building Robust Shiny Apps 2026-05-07T11:59:24Z