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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6623 2072 R 65 An implementation of the Grammar of Graphics in R 2025-02-27T09:31:06Z
2 FriendsDontLetFriends 6592 260 R 2 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-12-10T17:15:10Z
3 awesome-R 6106 1505 R 3 A curated list of awesome R packages, frameworks and software. 2024-12-06T02:57:12Z
4 shiny 5440 1871 R 816 Easy interactive web applications with R 2025-02-27T14:47:28Z
5 dplyr 4834 2125 R 93 dplyr: A grammar of data manipulation 2025-02-21T19:19:50Z
6 r4ds 4691 4256 R 39 R for data science: a book 2025-02-18T17:41:46Z
7 swirl_courses 4381 7244 R 141 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4108 442 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 data.table 3691 1002 R 955 R's data.table package extends data.frame: 2025-02-27T10:11:39Z
10 ML_for_Hackers 3677 2220 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
11 awesome-network-analysis 3658 616 R 9 A curated list of awesome network analysis resources. 2025-02-24T16:15:08Z
12 AnomalyDetection 3589 777 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 2910 982 R 247 Dynamic Documents for R 2024-11-04T14:33:47Z
14 plotly.R 2599 631 R 692 An interactive graphing library for R 2024-12-16T17:44:01Z
15 patchwork 2514 162 R 43 The Composer of ggplots 2024-09-16T10:15:53Z
16 devtools 2427 762 R 33 Tools to make an R developer's life easier 2024-09-20T16:14:47Z
17 knitr 2417 879 R 127 A general-purpose tool for dynamic report generation in R 2025-02-24T17:07:54Z
18 seurat 2384 930 R 411 R toolkit for single cell genomics 2025-02-26T20:19:30Z
19 stat_rethinking_2023 2243 250 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2215 607 R 209 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 rayshader 2095 214 R 35 R Package for 2D and 3D mapping and data visualization 2025-01-29T05:09:51Z
22 ggstatsplot 2078 187 R 60 Enhancing {ggplot2} plots with statistical analysis 📊📣 2025-02-24T23:44:19Z
23 gt 2074 213 R 285 Easily generate information-rich, publication-quality tables from R 2025-02-25T15:14:46Z
24 labs 2033 1955 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 DataScienceR 2030 889 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
26 nyc-taxi-data 2011 564 R 0 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 1987 147 R 13 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
28 gganimate 1961 310 R 77 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
29 benchm-ml 1878 334 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 1799 232 R 52 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 blogdown 1755 334 R 25 Create Blogs and Websites with R Markdown 2025-01-14T15:12:54Z
32 investing 1738 110 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
33 CausalImpact 1730 258 R 30 An R package for causal inference in time series 2023-07-17T18:19:58Z
34 DiagrammeR 1705 246 R 162 Graph and network visualization using tabular data in R 2025-01-18T05:20:30Z
35 tidyverse 1699 293 R 7 Easily install and load packages from the tidyverse 2024-10-21T22:01:22Z
36 reticulate 1690 334 R 436 R Interface to Python 2025-02-28T03:23:47Z
37 mlr 1653 404 R 8 Machine Learning in R 2024-08-12T16:39:12Z
38 caret 1636 629 R 182 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2024-12-10T20:43:41Z
39 geocompr 1631 595 R 5 Geocomputation with R: an open source book 2025-02-26T17:06:01Z
40 stats337 1616 229 R 5 Readings in applied data science 2018-06-21T15:57:29Z
41 bbplot 1577 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
42 r-color-palettes 1557 141 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
43 rvest 1497 344 R 32 Simple web scraping for R 2024-10-25T15:53:24Z
44 tofsims 1495 6 R 0 None 2017-11-29T19:16:12Z
45 broom 1474 303 R 10 Convert statistical analysis objects from R into tidy format 2024-11-07T20:44:05Z
46 stat_rethinking_2024 1455 146 R 3 None 2024-03-08T10:06:51Z
47 plumber 1416 261 R 107 Turn your R code into a web API. 2025-02-19T15:10:40Z
48 janitor 1402 130 R 33 simple tools for data cleaning in R 2024-12-23T14:20:04Z
49 tidyr 1392 417 R 49 Tidy Messy Data 2025-02-21T19:39:40Z
50 sf 1367 298 R 63 Simple Features for R 2025-02-25T16:32:10Z
51 rnaseq_tutorial 1359 618 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
52 ComplexHeatmap 1345 230 R 213 Make Complex Heatmaps 2024-12-19T12:53:02Z
53 drake 1344 129 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
54 mastering-shiny 1341 564 R 48 Mastering Shiny: a book 2025-02-27T21:24:57Z
55 tensorflow 1330 321 R 38 TensorFlow for R 2025-02-25T00:38:07Z
56 ggthemes 1328 225 R 12 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
57 purrr 1306 277 R 23 A functional programming toolkit for R 2025-02-07T15:12:27Z
58 brms 1301 193 R 112 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2025-02-26T12:36:51Z
59 hrbrthemes 1254 95 R 27 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2025-01-16T07:17:49Z
60 vitae 1235 241 R 39 R Markdown Résumés and CVs 2024-07-10T15:47:56Z
61 ggrepel 1229 95 R 34 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-11-04T15:51:47Z
62 lintr 1221 185 R 269 Static Code Analysis for R 2025-02-28T01:04:13Z
63 advanced-shiny 1206 386 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
64 tidytext 1183 181 R 11 Text mining using tidy tools ✨📄✨ 2024-04-10T13:44:30Z
65 r-source 1169 318 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. 2025-02-28T01:59:51Z
66 ggpubr 1157 164 R 233 'ggplot2' Based Publication Ready Plots 2024-06-19T01:39:18Z
67 swirl 1152 599 R 297 🌀 Learn R, in R. 2023-10-27T18:00:31Z
68 statistics-for-data-scientists 1150 653 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
69 MetBrewer 1140 84 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 1135 341 R 12 Forecasting Functions for Time Series and Linear Models 2024-08-30T03:02:00Z
71 easystats 1117 81 R 41 🌌 The R easystats-project 2025-02-26T08:05:51Z
72 gtsummary 1086 129 R 56 Presentation-Ready Data Summary and Analytic Result Tables 2025-02-27T01:06:30Z
73 ggraph 1086 114 R 49 Grammar of Graph Graphics 2024-03-07T12:53:00Z
74 clusterProfiler 1063 258 R 337 📊 A universal enrichment tool for interpreting omics data 2025-02-27T09:45:32Z
75 performance 1056 96 R 94 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2025-02-26T08:13:38Z
76 rstan 1050 266 R 342 RStan, the R interface to Stan 2025-01-22T04:18:10Z
77 renv 1041 154 R 177 renv: Project environments for R. 2025-02-27T01:15:36Z
78 fasteR 1033 163 R 7 Fast Lane to Learning R! 2024-08-08T00:45:27Z
79 readr 1014 286 R 102 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
80 tinytex 1010 116 R 26 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2025-02-26T23:25:58Z
81 httr 988 1980 R 3 httr: a friendly http package for R 2024-10-11T13:16:06Z
82 circlize 983 148 R 62 Circular visualization in R 2023-11-11T08:34:17Z
83 future 972 87 R 111 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2025-02-23T16:42:42Z
84 mlr3 968 85 R 43 mlr3: Machine Learning in R - next generation 2025-02-24T02:26:35Z
85 targets 966 73 R 8 Function-oriented Make-like declarative workflows for R 2025-02-25T14:50:34Z
86 magrittr 961 158 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
87 sparklyr 960 308 R 341 R interface for Apache Spark 2025-02-28T02:51:15Z
88 paletteer 957 46 R 10 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
89 pointblank 928 58 R 80 Data quality assessment and metadata reporting for data frames and database tables 2025-02-18T01:17:03Z
90 palmerpenguins 927 222 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
91 gptstudio 924 112 R 12 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2025-02-25T20:55:06Z
92 ggforce 923 106 R 58 Accelerating ggplot2 2024-02-19T13:37:13Z
93 generativeart 922 161 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
94 R 921 305 R 7 Collection of various algorithms implemented in R. 2024-11-26T16:10:10Z
95 golem 920 131 R 64 A Framework for Building Robust Shiny Apps 2024-09-06T17:16:45Z
96 pagedown 906 126 R 85 Paginate the HTML Output of R Markdown with CSS for Print 2025-01-07T15:27:23Z
97 BanditsBook 903 266 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
98 see 902 42 R 39 🎨 Visualisation toolbox for beautiful and publication-ready figures 2025-02-26T08:42:40Z
99 testthat 900 322 R 107 An R 📦 to make testing 😀 2025-02-24T21:12:57Z
100 ggthemr 899 108 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z