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 6895 278 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 6811 2107 R 67 An implementation of the Grammar of Graphics in R 2025-10-20T13:49:53Z
3 awesome-R 6335 1510 R 4 A curated list of awesome R packages, frameworks and software. 2025-09-18T16:46:19Z
4 shiny 5547 1878 R 801 Easy interactive web applications with R 2025-10-23T19:34:15Z
5 dplyr 4947 2134 R 85 dplyr: A grammar of data manipulation 2025-10-24T18:02:25Z
6 r4ds 4914 4368 R 25 R for data science: a book 2025-08-15T11:06:35Z
7 swirl_courses 4494 7242 R 141 :mortar_board: A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4101 439 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 awesome-network-analysis 3860 622 R 10 A curated list of awesome network analysis resources. 2025-07-24T23:20:00Z
10 data.table 3800 1018 R 877 R’s data.table package extends data.frame: 2025-10-24T18:02:09Z
11 ML_for_Hackers 3714 2207 R 23 Code accompanying the book “Machine Learning for Hackers” 2019-05-26T16:52:29Z
12 AnomalyDetection 3607 772 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 2986 998 R 247 Dynamic Documents for R 2025-09-29T14:40:23Z
14 plotly.R 2649 636 R 703 An interactive graphing library for R 2025-06-30T22:44:23Z
15 patchwork 2566 166 R 66 The Composer of ggplots 2025-08-25T10:11:42Z
16 seurat 2544 975 R 287 R toolkit for single cell genomics 2025-10-24T17:23:20Z
17 devtools 2483 765 R 44 Tools to make an R developer’s life easier 2025-10-20T16:31:44Z
18 knitr 2433 880 R 139 A general-purpose tool for dynamic report generation in R 2025-10-08T02:05:50Z
19 stat_rethinking_2023 2339 264 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2304 616 R 210 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 ggstatsplot 2133 202 R 64 Enhancing {ggplot2} plots with statistical analysis 📊📣 2025-10-13T21:03:20Z
22 rayshader 2129 217 R 37 R Package for 2D and 3D mapping and data visualization 2025-10-01T04:45:27Z
23 gt 2120 220 R 290 Easily generate information-rich, publication-quality tables from R 2025-10-24T20:56:23Z
24 labs 2107 1962 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 wesanderson 2065 148 R 15 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
26 DataScienceR 2065 883 R 2 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
27 nyc-taxi-data 2050 570 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 1979 316 R 80 A Grammar of Animated Graphics 2025-09-04T12:14:57Z
29 benchm-ml 1888 332 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 1833 238 R 52 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 blogdown 1773 326 R 24 Create Blogs and Websites with R Markdown 2025-08-25T13:50:40Z
32 CausalImpact 1768 261 R 31 An R package for causal inference in time series 2025-09-26T09:32:40Z
33 tidyverse 1760 293 R 9 Easily install and load packages from the tidyverse 2025-06-18T20:15:42Z
34 investing 1742 110 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
35 reticulate 1730 345 R 459 R Interface to Python 2025-10-24T19:43:08Z
36 DiagrammeR 1725 249 R 166 Graph and network visualization using tabular data in R 2025-04-29T15:02:11Z
37 geocompr 1714 611 R 10 Geocomputation with R: an open source book 2025-08-28T07:17:00Z
38 stat_rethinking_2024 1681 185 R 3 None 2024-03-08T10:06:51Z
39 mlr 1668 405 R 9 Machine Learning in R 2025-08-22T19:47:49Z
40 caret 1662 629 R 191 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2024-12-10T20:43:41Z
41 r-color-palettes 1639 145 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
42 stats337 1620 225 R 5 Readings in applied data science 2018-06-21T15:57:29Z
43 bbplot 1602 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 rvest 1508 350 R 30 Simple web scraping for R 2025-09-09T10:02:49Z
45 broom 1501 306 R 10 Convert statistical analysis objects from R into tidy format 2025-10-20T18:49:12Z
46 tofsims 1501 6 R 0 None 2017-11-29T19:16:12Z
47 plumber 1434 263 R 118 Turn your R code into a web API. 2025-07-11T00:19:17Z
48 janitor 1433 132 R 37 simple tools for data cleaning in R 2024-12-23T14:20:04Z
49 ComplexHeatmap 1427 241 R 222 Make Complex Heatmaps 2025-06-23T15:51:50Z
50 tidyr 1413 420 R 48 Tidy Messy Data 2025-10-23T14:33:25Z
51 sf 1398 300 R 61 Simple Features for R 2025-09-21T15:52:53Z
52 rnaseq_tutorial 1390 623 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
53 mastering-shiny 1364 572 R 54 Mastering Shiny: a book 2025-02-27T21:24:57Z
54 brms 1363 204 R 121 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2025-09-29T12:28:20Z
55 purrr 1353 292 R 17 A functional programming toolkit for R 2025-10-16T19:33:11Z
56 ggthemes 1344 226 R 12 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
57 drake 1341 129 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
58 tensorflow 1337 320 R 39 TensorFlow for R 2025-08-22T19:19:30Z
59 hrbrthemes 1311 100 R 29 :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components 2025-04-30T11:49:56Z
60 vitae 1262 247 R 42 R Markdown Résumés and CVs 2025-08-14T02:08:28Z
61 lintr 1262 194 R 299 Static Code Analysis for R 2025-10-22T20:37:56Z
62 ggrepel 1246 94 R 33 :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. 2025-06-16T14:00:00Z
63 ggpubr 1214 177 R 224 ‘ggplot2’ Based Publication Ready Plots 2025-10-19T12:56:25Z
64 MetBrewer 1209 86 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 advanced-shiny 1209 383 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
66 r-source 1207 322 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. 2025-10-24T10:43:33Z
67 tidytext 1197 182 R 9 Text mining using tidy tools :sparkles::page_facing_up::sparkles: 2025-07-25T18:08:19Z
68 statistics-for-data-scientists 1195 665 R 9 Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts” 2022-12-16T01:16:27Z
69 swirl 1187 595 R 305 :cyclone: Learn R, in R. 2023-10-27T18:00:31Z
70 forecast 1153 342 R 12 Forecasting Functions for Time Series and Linear Models 2025-10-20T20:42:43Z
71 gtsummary 1150 141 R 66 Presentation-Ready Data Summary and Analytic Result Tables 2025-10-24T00:57:00Z
72 easystats 1142 84 R 43 :milky_way: The R easystats-project 2025-10-16T06:51:51Z
73 clusterProfiler 1135 260 R 354 :bar_chart: A universal enrichment tool for interpreting omics data 2025-10-23T13:06:28Z
74 performance 1111 103 R 101 :muscle: Models’ quality and performance metrics (R2, ICC, LOO, AIC, BF, …) 2025-10-24T10:28:18Z
75 renv 1107 159 R 203 renv: Project environments for R. 2025-10-16T18:46:34Z
76 ggraph 1102 114 R 49 Grammar of Graph Graphics 2025-08-25T06:42:17Z
77 fasteR 1098 177 R 10 Fast Lane to Learning R! 2024-08-08T00:45:27Z
78 rstan 1062 270 R 342 RStan, the R interface to Stan 2025-10-24T17:02:09Z
79 tinytex 1059 121 R 29 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2025-04-15T17:47:02Z
80 R 1038 342 R 0 Collection of various algorithms implemented in R. 2025-10-24T16:40:53Z
81 mlr3 1036 95 R 28 mlr3: Machine Learning in R - next generation 2025-10-23T11:06:22Z
82 targets 1031 76 R 2 Function-oriented Make-like declarative workflows for R 2025-10-22T13:38:58Z
83 readr 1019 288 R 113 Read flat files (csv, tsv, fwf) into R 2025-10-16T05:27:56Z
84 paletteer 1014 51 R 16 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
85 pointblank 1003 60 R 105 Data quality assessment and metadata reporting for data frames and database tables 2025-10-10T16:46:54Z
86 future 995 91 R 72 :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone 2025-10-21T21:58:54Z
87 circlize 995 151 R 65 Circular visualization in R 2023-11-11T08:34:17Z
88 httr 986 1971 R 6 httr: a friendly http package for R 2024-10-11T13:16:06Z
89 palmerpenguins 978 240 R 14 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
90 gptstudio 968 118 R 10 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2025-06-24T00:02:20Z
91 sparklyr 968 309 R 345 R interface for Apache Spark 2025-10-06T18:25:25Z
92 magrittr 964 161 R 23 Improve the readability of R code with the pipe 2025-10-20T13:15:54Z
93 ggforce 940 110 R 64 Accelerating ggplot2 2025-09-15T19:27:31Z
94 golem 936 137 R 47 A Framework for Building Robust Shiny Apps 2025-09-06T17:36:40Z
95 generativeart 935 166 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
96 see 935 45 R 35 :art: Visualisation toolbox for beautiful and publication-ready figures 2025-10-12T17:33:14Z
97 box 932 48 R 63 Write reusable, composable and modular R code 2025-03-04T07:35:17Z
98 r-pkgs 929 644 R 31 Building R packages 2025-10-24T07:18:36Z
99 BanditsBook 916 264 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
100 pagedown 915 125 R 88 Paginate the HTML Output of R Markdown with CSS for Print 2025-08-25T14:08:20Z