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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6411 2002 R 151 An implementation of the Grammar of Graphics in R 2024-08-02T13:35:50Z
2 FriendsDontLetFriends 6208 217 R 2 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-07-11T02:09:19Z
3 awesome-R 5902 1505 R 3 A curated list of awesome R packages, frameworks and software. 2024-06-02T03:45:50Z
4 shiny 5331 1872 R 793 Easy interactive web applications with R 2024-08-01T15:31:11Z
5 dplyr 4715 2115 R 71 dplyr: A grammar of data manipulation 2024-07-17T01:30:30Z
6 r4ds 4464 4171 R 23 R for data science: a book 2024-07-28T06:12:27Z
7 swirl_courses 4268 7248 R 139 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4109 444 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3661 2216 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 AnomalyDetection 3547 778 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
11 data.table 3525 967 R 932 R's data.table package extends data.frame: 2024-08-02T23:38:40Z
12 awesome-network-analysis 3472 603 R 7 A curated list of awesome network analysis resources. 2024-06-13T11:54:36Z
13 rmarkdown 2841 966 R 244 Dynamic Documents for R 2024-07-31T20:58:38Z
14 plotly.R 2527 623 R 657 An interactive graphing library for R 2024-07-25T21:04:25Z
15 patchwork 2429 158 R 37 The Composer of ggplots 2024-08-02T20:38:55Z
16 devtools 2378 755 R 26 Tools to make an R developer's life easier 2024-07-29T14:36:20Z
17 knitr 2369 872 R 123 A general-purpose tool for dynamic report generation in R 2024-07-31T21:38:01Z
18 seurat 2204 897 R 254 R toolkit for single cell genomics 2024-08-02T16:22:41Z
19 stat_rethinking_2023 2173 249 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2112 596 R 204 Statistical Rethinking course and book package 2024-07-03T12:28:01Z
21 rayshader 2034 211 R 27 R Package for 2D and 3D mapping and data visualization 2024-07-27T18:18:08Z
22 DataScienceR 1987 885 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
23 nyc-taxi-data 1984 572 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
24 labs 1977 1938 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 ggstatsplot 1965 184 R 54 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-07-30T21:07:37Z
26 gt 1961 198 R 265 Easily generate information-rich, publication-quality tables from R 2024-08-02T17:01:02Z
27 gganimate 1936 308 R 69 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
28 wesanderson 1901 142 R 11 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
29 benchm-ml 1869 335 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 1764 228 R 48 RStudio add-in to make plots interactively with ggplot2 2024-07-22T06:32:59Z
31 investing 1737 109 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
32 blogdown 1721 334 R 24 Create Blogs and Websites with R Markdown 2024-02-28T08:42:09Z
33 DiagrammeR 1688 247 R 159 Graph and network visualization using tabular data in R 2024-03-14T05:12:00Z
34 CausalImpact 1677 251 R 29 An R package for causal inference in time series 2023-07-17T18:19:58Z
35 reticulate 1656 327 R 419 R Interface to Python 2024-08-02T01:11:14Z
36 mlr 1635 403 R 8 Machine Learning in R 2024-06-11T16:39:16Z
37 tidyverse 1624 281 R 8 Easily install and load packages from the tidyverse 2024-06-21T14:00:48Z
38 stats337 1617 228 R 5 Readings in applied data science 2018-06-21T15:57:29Z
39 caret 1600 635 R 176 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2024-05-10T17:23:24Z
40 bbplot 1548 262 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
41 geocompr 1510 582 R 2 Geocomputation with R: an open source book 2024-08-02T12:48:35Z
42 r-color-palettes 1495 136 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-01-27T06:33:50Z
43 tofsims 1489 6 R 0 None 2017-11-29T19:16:12Z
44 rvest 1486 340 R 26 Simple web scraping for R 2024-07-16T21:42:12Z
45 broom 1435 303 R 5 Convert statistical analysis objects from R into tidy format 2024-07-22T10:34:54Z
46 plumber 1385 256 R 139 Turn your R code into a web API. 2024-07-03T14:44:01Z
47 janitor 1367 131 R 34 simple tools for data cleaning in R 2024-06-27T18:28:35Z
48 tidyr 1364 413 R 54 Tidy Messy Data 2024-07-22T14:14:43Z
49 drake 1337 128 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-07-18T19:09:35Z
50 tensorflow 1325 317 R 34 TensorFlow for R 2024-06-19T14:52:38Z
51 mastering-shiny 1325 564 R 56 Mastering Shiny: a book 2024-06-20T22:03:31Z
52 rnaseq_tutorial 1316 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
53 sf 1314 292 R 53 Simple Features for R 2024-07-31T20:48:16Z
54 ggthemes 1308 229 R 10 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
55 ComplexHeatmap 1271 220 R 178 Make Complex Heatmaps 2024-01-18T01:49:05Z
56 brms 1261 177 R 116 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-07-29T10:41:32Z
57 purrr 1241 258 R 25 A functional programming toolkit for R 2024-07-17T16:24:51Z
58 hrbrthemes 1220 94 R 27 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2024-03-03T11:03:15Z
59 vitae 1206 232 R 36 R Markdown Résumés and CVs 2024-07-10T15:47:56Z
60 ggrepel 1205 93 R 31 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-05-16T19:19:06Z
61 advanced-shiny 1196 390 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
62 tidytext 1172 182 R 10 Text mining using tidy tools ✨📄✨ 2024-04-10T13:44:30Z
63 lintr 1167 185 R 283 Static Code Analysis for R 2024-07-24T09:03:11Z
64 r-source 1117 311 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. 2024-08-02T18:37:22Z
65 swirl 1113 593 R 293 🌀 Learn R, in R. 2023-10-27T18:00:31Z
66 statistics-for-data-scientists 1109 653 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
67 forecast 1107 341 R 13 Forecasting Functions for Time Series and Linear Models 2024-07-23T23:10:52Z
68 ggpubr 1106 161 R 223 'ggplot2' Based Publication Ready Plots 2024-06-19T01:39:18Z
69 MetBrewer 1076 78 R 6 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2023-09-30T14:24:56Z
70 easystats 1075 76 R 43 🌌 The R easystats-project 2024-07-23T13:09:54Z
71 ggraph 1062 112 R 40 Grammar of Graph Graphics 2024-03-07T12:53:00Z
72 rstan 1023 264 R 330 RStan, the R interface to Stan 2024-08-01T01:02:06Z
73 gtsummary 1011 111 R 54 Presentation-Ready Data Summary and Analytic Result Tables 2024-08-03T00:20:26Z
74 readr 999 285 R 81 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
75 renv 987 151 R 147 renv: Project environments for R. 2024-08-02T17:11:24Z
76 httr 984 1994 R 2 httr: a friendly http package for R 2023-10-31T20:49:27Z
77 clusterProfiler 979 250 R 309 📊 A universal enrichment tool for interpreting omics data 2024-07-27T02:45:53Z
78 performance 972 87 R 96 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-08-02T23:54:23Z
79 tinytex 958 115 R 22 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-07-18T16:29:50Z
80 magrittr 957 155 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
81 circlize 954 141 R 54 Circular visualization in R 2023-11-11T08:34:17Z
82 future 949 82 R 104 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-07-29T16:58:19Z
83 sparklyr 939 305 R 327 R interface for Apache Spark 2024-07-31T13:41:29Z
84 mlr3 924 84 R 82 mlr3: Machine Learning in R - next generation 2024-08-02T18:47:57Z
85 fasteR 921 146 R 6 Fast Lane to Learning R! 2023-12-05T07:00:33Z
86 ggforce 913 105 R 54 Accelerating ggplot2 2024-02-19T13:37:13Z
87 generativeart 907 157 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
88 targets 895 70 R 1 Function-oriented Make-like declarative workflows for R 2024-08-01T19:14:24Z
89 golem 895 130 R 72 A Framework for Building Robust Shiny Apps 2024-07-31T10:12:09Z
90 paletteer 894 45 R 8 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
91 datapasta 888 58 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
92 BanditsBook 887 264 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
93 gptstudio 883 103 R 12 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-07-22T21:00:42Z
94 ggthemr 879 106 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
95 pagedown 879 130 R 82 Paginate the HTML Output of R Markdown with CSS for Print 2023-12-29T22:36:29Z
96 testthat 874 315 R 107 An R 📦 to make testing 😀 2024-07-22T16:42:24Z
97 palmerpenguins 863 206 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-02-19T13:56:55Z
98 rappor 858 163 R 26 RAPPOR: Privacy-Preserving Reporting Algorithms 2022-07-14T06:30:15Z
99 see 857 42 R 44 🎨 Visualisation toolbox for beautiful and publication-ready figures 2024-08-01T15:20:56Z
100 r-pkgs 857 625 R 21 Building R packages 2024-08-02T07:17:39Z