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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6350 1999 R 155 An implementation of the Grammar of Graphics in R 2024-05-27T11:03:18Z
2 FriendsDontLetFriends 6084 212 R 2 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-03-10T15:55:19Z
3 awesome-R 5817 1501 R 3 A curated list of awesome R packages, frameworks and software. 2024-02-29T09:37:56Z
4 shiny 5276 1868 R 774 Easy interactive web applications with R 2024-05-24T16:53:47Z
5 dplyr 4673 2116 R 66 dplyr: A grammar of data manipulation 2024-05-20T17:24:10Z
6 r4ds 4396 4146 R 29 R for data science: a book 2024-05-24T05:47:00Z
7 swirl_courses 4234 7245 R 137 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4106 441 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3662 2217 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 AnomalyDetection 3533 778 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
11 data.table 3498 968 R 949 R's data.table package extends data.frame: 2024-05-27T23:51:35Z
12 awesome-network-analysis 3415 599 R 10 A curated list of awesome network analysis resources. 2024-04-16T20:33:33Z
13 rmarkdown 2818 967 R 242 Dynamic Documents for R 2024-05-17T13:35:40Z
14 plotly.R 2502 619 R 650 An interactive graphing library for R 2024-05-13T17:42:26Z
15 patchwork 2399 156 R 36 The Composer of ggplots 2024-03-25T19:43:53Z
16 devtools 2360 750 R 26 Tools to make an R developer's life easier 2024-02-21T21:58:49Z
17 knitr 2352 872 R 118 A general-purpose tool for dynamic report generation in R 2024-05-27T16:55:54Z
18 stat_rethinking_2023 2149 243 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
19 seurat 2147 890 R 480 R toolkit for single cell genomics 2024-05-24T10:02:48Z
20 rethinking 2082 595 R 202 Statistical Rethinking course and book package 2024-05-12T08:13:47Z
21 rayshader 2013 208 R 23 R Package for 2D and 3D mapping and data visualization 2024-05-11T02:29:51Z
22 nyc-taxi-data 1975 569 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
23 DataScienceR 1972 883 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
24 labs 1946 1931 R 17 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 ggstatsplot 1936 181 R 57 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-05-26T17:47:55Z
26 gganimate 1928 308 R 68 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
27 gt 1921 196 R 283 Easily generate information-rich, publication-quality tables from R 2024-05-25T04:04:53Z
28 wesanderson 1876 140 R 11 A Wes Anderson color palette for R 2023-10-31T16:22:04Z
29 benchm-ml 1867 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 1750 225 R 45 RStudio add-in to make plots interactively with ggplot2 2024-05-27T07:59:33Z
31 investing 1738 109 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
32 blogdown 1710 334 R 24 Create Blogs and Websites with R Markdown 2024-02-28T08:42:09Z
33 DiagrammeR 1677 245 R 160 Graph and network visualization using tabular data in R 2024-03-14T05:12:00Z
34 CausalImpact 1659 250 R 29 An R package for causal inference in time series 2023-07-17T18:19:58Z
35 reticulate 1637 326 R 414 R Interface to Python 2024-05-21T15:22:27Z
36 mlr 1634 403 R 8 Machine Learning in R 2024-05-06T17:15:55Z
37 stats337 1618 228 R 5 Readings in applied data science 2018-06-21T15:57:29Z
38 tidyverse 1609 280 R 4 Easily install and load packages from the tidyverse 2023-12-12T13:45:13Z
39 caret 1595 633 R 175 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 1540 263 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 tofsims 1492 6 R 0 None 2017-11-29T19:16:12Z
42 geocompr 1482 581 R 6 Geocomputation with R: an open source book 2024-05-16T12:21:15Z
43 rvest 1479 340 R 22 Simple web scraping for R 2024-02-26T16:02:40Z
44 r-color-palettes 1452 137 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-01-27T06:33:50Z
45 broom 1419 299 R 4 Convert statistical analysis objects from R into tidy format 2024-05-17T14:32:15Z
46 plumber 1371 255 R 135 Turn your R code into a web API. 2024-05-01T14:59:37Z
47 janitor 1352 130 R 33 simple tools for data cleaning in R 2024-05-23T07:41:58Z
48 tidyr 1346 412 R 53 Tidy Messy Data 2024-05-14T16:34:59Z
49 drake 1330 128 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-05-15T20:21:02Z
50 tensorflow 1322 317 R 38 TensorFlow for R 2024-05-06T12:35:17Z
51 rnaseq_tutorial 1314 617 R 5 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 mastering-shiny 1303 563 R 55 Mastering Shiny: a book 2024-05-25T14:40:11Z
53 ggthemes 1303 232 R 10 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
54 sf 1283 281 R 47 Simple Features for R 2024-05-22T21:15:42Z
55 ComplexHeatmap 1242 218 R 170 Make Complex Heatmaps 2024-01-18T01:49:05Z
56 brms 1239 176 R 110 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-05-27T17:17:13Z
57 purrr 1231 255 R 32 A functional programming toolkit for R 2024-03-22T21:01:41Z
58 hrbrthemes 1209 94 R 26 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2024-03-03T11:03:15Z
59 ggrepel 1188 93 R 31 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-05-16T19:19:06Z
60 vitae 1185 228 R 33 R Markdown Résumés and CVs 2024-05-17T17:57:37Z
61 advanced-shiny 1183 387 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
62 tidytext 1158 181 R 10 Text mining using tidy tools ✨📄✨ 2024-04-10T13:44:30Z
63 lintr 1157 184 R 262 Static Code Analysis for R 2024-05-27T20:11:37Z
64 swirl 1101 591 R 292 🌀 Learn R, in R. 2023-10-27T18:00:31Z
65 forecast 1100 339 R 12 Forecasting Functions for Time Series and Linear Models 2024-04-17T21:51:33Z
66 statistics-for-data-scientists 1096 651 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
67 r-source 1092 306 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. 2024-05-27T18:33:46Z
68 ggpubr 1087 160 R 217 'ggplot2' Based Publication Ready Plots 2023-08-24T09:40:01Z
69 MetBrewer 1060 77 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 ggraph 1049 110 R 36 Grammar of Graph Graphics 2024-03-07T12:53:00Z
71 easystats 1040 76 R 38 🌌 The R easystats-project 2024-05-24T12:41:53Z
72 rstan 1012 262 R 328 RStan, the R interface to Stan 2024-05-26T22:40:48Z
73 readr 997 286 R 76 Read flat files (csv, tsv, fwf) into R 2024-04-11T08:46:50Z
74 httr 981 1993 R 2 httr: a friendly http package for R 2023-10-31T20:49:27Z
75 renv 969 152 R 131 renv: Project environments for R. 2024-05-22T18:28:54Z
76 gtsummary 965 108 R 63 Presentation-Ready Data Summary and Analytic Result Tables 2024-05-28T02:48:36Z
77 magrittr 954 154 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
78 performance 952 87 R 103 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-05-23T17:15:11Z
79 clusterProfiler 951 247 R 293 📊 A universal enrichment tool for interpreting omics data 2024-05-15T01:40:07Z
80 circlize 948 141 R 50 Circular visualization in R 2023-11-11T08:34:17Z
81 tinytex 947 113 R 22 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-05-15T13:35:35Z
82 future 935 82 R 105 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-05-22T19:39:45Z
83 sparklyr 929 302 R 322 R interface for Apache Spark 2024-05-08T15:37:59Z
84 ggforce 906 106 R 53 Accelerating ggplot2 2024-02-19T13:37:13Z
85 fasteR 904 144 R 6 Fast Lane to Learning R! 2023-12-05T07:00:33Z
86 generativeart 894 155 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
87 datapasta 887 58 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
88 mlr3 885 83 R 82 mlr3: Machine Learning in R - next generation 2024-05-17T10:41:05Z
89 BanditsBook 883 266 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
90 golem 881 129 R 72 A Framework for Building Robust Shiny Apps 2024-04-10T15:31:52Z
91 ggthemr 877 106 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
92 targets 877 69 R 0 Function-oriented Make-like declarative workflows for R 2024-05-23T16:24:08Z
93 pagedown 873 129 R 81 Paginate the HTML Output of R Markdown with CSS for Print 2023-12-29T22:36:29Z
94 modelsummary 869 72 R 4 Beautiful and customizable model summaries in R. 2024-05-26T15:47:49Z
95 testthat 867 312 R 98 An R 📦 to make testing 😀 2024-05-15T12:20:04Z
96 gptstudio 857 96 R 13 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-05-21T11:40:55Z
97 rappor 856 210 R 26 RAPPOR: Privacy-Preserving Reporting Algorithms 2022-07-14T06:30:15Z
98 paletteer 853 44 R 6 🎨🎨🎨 Collection of most color palettes in a single R package 2024-01-22T15:56:38Z
99 palmerpenguins 850 203 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-02-19T13:56:55Z
100 slidify 845 339 R 173 Generate reproducible html5 slides from R markdown 2016-08-02T03:54:45Z