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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 5833 1932 R 248 An implementation of the Grammar of Graphics in R 2023-03-22T14:04:14Z
2 awesome-R 5410 1485 R 1 A curated list of awesome R packages, frameworks and software. 2022-11-25T14:44:27Z
3 shiny 4962 1794 R 716 Easy interactive web applications with R 2023-03-16T09:18:45Z
4 dplyr 4397 1493 R 24 dplyr: A grammar of data manipulation 2023-03-22T14:58:19Z
5 swirl_courses 4040 7208 R 130 🎓 A collection of interactive courses for the swirl R package. 2023-02-21T06:23:15Z
6 stat_rethinking_2022 4012 423 R 10 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
7 r4ds 3896 3834 R 4 R for data science: a book 2023-03-22T20:57:30Z
8 ML_for_Hackers 3639 2253 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
9 AnomalyDetection 3484 771 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
10 data.table 3254 949 R 997 R's data.table package extends data.frame: 2023-03-17T06:17:07Z
11 awesome-network-analysis 2999 576 R 23 A curated list of awesome network analysis resources. 2022-05-01T09:10:04Z
12 rmarkdown 2632 952 R 218 Dynamic Documents for R 2023-03-20T16:15:23Z
13 plotly.R 2349 612 R 583 An interactive graphing library for R 2023-03-13T22:10:57Z
14 devtools 2259 752 R 23 Tools to make an R developer's life easier 2023-03-11T21:21:53Z
15 knitr 2251 863 R 133 A general-purpose tool for dynamic report generation in R 2023-03-21T02:45:57Z
16 patchwork 2189 152 R 80 The Composer of ggplots 2022-08-19T09:07:33Z
17 nyc-taxi-data 1905 566 R 0 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2023-02-10T12:10:47Z
18 rethinking 1901 569 R 180 Statistical Rethinking course and book package 2023-02-25T10:53:43Z
19 DataScienceR 1892 883 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
20 gganimate 1853 308 R 83 A Grammar of Animated Graphics 2023-03-14T17:31:25Z
21 benchm-ml 1849 338 R 9 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
22 rayshader 1829 196 R 14 R Package for 2D and 3D mapping and data visualization 2023-02-24T15:27:36Z
23 labs 1765 1880 R 16 Rmd source files for the HarvardX series PH525x 2022-07-10T14:51:47Z
24 seurat 1738 809 R 217 R toolkit for single cell genomics 2023-02-28T15:12:03Z
25 investing 1733 114 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
26 wesanderson 1690 134 R 11 A Wes Anderson color palette for R 2022-08-25T04:56:48Z
27 ggstatsplot 1666 170 R 51 Enhancing {ggplot2} plots with statistical analysis 📊📣 2023-03-22T22:28:22Z
28 gt 1660 166 R 233 Easily generate information-rich, publication-quality tables from R 2023-03-22T20:37:14Z
29 DiagrammeR 1624 243 R 182 Graph and network visualization using tabular data in R 2022-12-09T11:58:56Z
30 esquisse 1621 211 R 69 RStudio add-in to make plots interactively with ggplot2 2023-02-21T16:47:38Z
31 stats337 1621 226 R 5 Readings in applied data science 2018-06-21T15:57:29Z
32 mlr 1599 402 R 7 Machine Learning in R 2023-02-06T14:40:57Z
33 blogdown 1597 333 R 24 Create Blogs and Websites with R Markdown 2023-03-18T02:51:51Z
34 CausalImpact 1531 253 R 21 An R package for causal inference in time series 2023-03-11T06:55:52Z
35 caret 1520 634 R 153 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2023-03-21T18:00:53Z
36 reticulate 1507 316 R 471 R Interface to Python 2023-03-17T21:09:11Z
37 tofsims 1487 5 R 0 None 2017-11-29T19:16:12Z
38 stat_rethinking_2023 1469 138 R 5 Statistical Rethinking Course for Jan-Mar 2023 2023-03-14T08:42:45Z
39 bbplot 1401 243 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
40 rvest 1393 333 R 15 Simple web scraping for R 2023-03-19T23:41:07Z
41 tidyverse 1373 271 R 4 Easily install and load packages from the tidyverse 2023-03-08T21:34:13Z
42 broom 1335 293 R 5 Convert statistical analysis objects from R into tidy format 2023-03-20T14:37:19Z
43 drake 1321 130 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2022-08-19T15:17:09Z
44 plumber 1320 250 R 121 Turn your R code into a web API. 2023-03-08T19:01:54Z
45 geocompr 1301 546 R 16 Open source book: Geocomputation with R 2023-03-21T09:37:29Z
46 tensorflow 1279 322 R 39 TensorFlow for R 2023-03-15T13:13:03Z
47 tidyr 1237 401 R 32 Tidy Messy Data 2023-01-26T14:50:45Z
48 rnaseq_tutorial 1229 607 R 3 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. 2021-04-06T03:03:04Z
49 janitor 1227 121 R 29 simple tools for data cleaning in R 2023-03-14T20:00:16Z
50 ggthemes 1223 223 R 11 Additional themes, scales, and geoms for ggplot2 2023-03-14T16:45:18Z
51 r-color-palettes 1190 118 R 19 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2021-11-22T00:20:31Z
52 mastering-shiny 1143 528 R 48 Mastering Shiny: a book 2023-03-08T16:39:52Z
53 advanced-shiny 1124 381 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
54 purrr 1123 237 R 14 A functional programming toolkit for R 2023-03-16T15:16:43Z
55 sf 1118 265 R 62 Simple Features for R 2023-03-22T18:20:02Z
56 tidytext 1114 188 R 9 Text mining using tidy tools ✨📄✨ 2023-01-08T00:05:07Z
57 hrbrthemes 1110 89 R 25 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2022-09-04T10:46:38Z
58 brms 1102 161 R 115 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2023-03-16T08:54:04Z
59 ggrepel 1073 90 R 39 📍 Repel overlapping text labels away from each other. 2023-03-08T18:12:54Z
60 swirl 1061 592 R 272 🌀 Learn R, in R. 2021-02-14T15:48:22Z
61 lintr 1058 169 R 186 Static Code Analysis for R 2023-03-21T19:23:34Z
62 forecast 1022 333 R 14 forecast package for R 2023-03-22T00:25:55Z
63 ComplexHeatmap 1015 193 R 74 Make Complex Heatmaps 2023-03-22T13:31:41Z
64 r-source 1010 285 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. 2023-03-22T22:30:53Z
65 vitae 1006 197 R 25 R Markdown Résumés and CVs 2023-03-21T14:32:43Z
66 statistics-for-data-scientists 994 626 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
67 ggpubr 989 155 R 179 'ggplot2' Based Publication Ready Plots 2023-02-28T11:00:00Z
68 ggraph 973 100 R 73 Grammar of Graph Graphics 2023-02-08T20:43:08Z
69 httr 968 2013 R 65 httr: a friendly http package for R 2023-02-24T14:50:24Z
70 readr 948 281 R 63 Read flat files (csv, tsv, fwf) into R 2023-03-12T00:05:48Z
71 magrittr 925 153 R 18 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
72 sparklyr 898 304 R 310 R interface for Apache Spark 2023-03-22T14:45:27Z
73 future 889 76 R 98 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2023-03-21T20:51:12Z
74 easystats 881 68 R 38 🌌 The R easystats-project 2023-03-22T23:41:39Z
75 BanditsBook 858 266 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
76 datapasta 857 56 R 25 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
77 circlize 851 135 R 34 Circular visualization in R 2022-12-09T16:16:45Z
78 slidify 850 344 R 174 Generate reproducible html5 slides from R markdown 2016-08-02T03:54:45Z
79 MetBrewer 844 63 R 4 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2022-09-13T16:28:33Z
80 performance 842 73 R 92 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2023-03-22T22:46:29Z
81 tinytex 840 105 R 21 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2023-03-21T19:39:53Z
82 ggforce 839 102 R 64 Accelerating ggplot2 2023-01-27T05:46:17Z
83 ggthemr 833 97 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
84 generativeart 831 149 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
85 rappor 831 170 R 26 RAPPOR: Privacy-Preserving Reporting Algorithms 2022-07-14T06:30:15Z
86 renv 823 104 R 327 renv: Project environments for R. 2023-03-22T19:58:51Z
87 testthat 819 301 R 92 An R 📦 to make testing 😀 2023-03-22T15:37:56Z
88 pagedown 816 128 R 69 Paginate the HTML Output of R Markdown with CSS for Print 2023-03-20T16:43:08Z
89 golem 806 122 R 80 A Framework for Building Robust Shiny Apps 2023-03-17T11:02:29Z
90 gtsummary 790 95 R 17 Presentation-Ready Data Summary and Analytic Result Tables 2023-03-21T13:02:58Z
91 perceptions 790 94 R 1 Perceptions of Probability and Numbers 2017-08-25T14:34:20Z
92 googlesheets 787 200 R 0 Google Spreadsheets R API 2022-02-04T03:05:50Z
93 text2vec 785 130 R 22 Fast vectorization, topic modeling, distances and GloVe word embeddings in R. 2023-03-20T07:12:21Z
94 tidyquant 781 165 R 80 Bringing financial analysis to the tidyverse 2023-02-08T16:33:37Z
95 ProgrammingAssignment2 781 142079 R 189 Repository for Programming Assignment 2 for R Programming on Coursera 2023-03-22T02:55:14Z
96 rtweet 779 207 R 21 🐦 R client for interacting with Twitter's [stream and REST] APIs 2023-03-23T01:28:04Z
97 keras 778 278 R 99 R Interface to Keras 2023-03-20T14:34:15Z
98 quanteda 776 182 R 67 An R package for the Quantitative Analysis of Textual Data 2023-03-22T12:18:12Z
99 addinslist 768 136 R 0 📜 Discover and install useful RStudio addins 2022-09-08T09:39:15Z
100 workflowr 763 102 R 42 Organize your project into a research website 2022-12-14T16:09:45Z