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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 5522 1870 R 220 An implementation of the Grammar of Graphics in R 2022-08-09T20:03:49Z
2 awesome-R 5122 1472 R 0 A curated list of awesome R packages, frameworks and software. 2022-08-02T12:22:51Z
3 shiny 4750 1761 R 677 Easy interactive web applications with R 2022-08-09T17:36:51Z
4 dplyr 4165 1451 R 34 dplyr: A grammar of data manipulation 2022-08-09T23:09:53Z
5 swirl_courses 3921 7143 R 127 🎓 A collection of interactive courses for the swirl R package. 2022-05-18T09:00:52Z
6 ML_for_Hackers 3630 2259 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
7 r4ds 3593 3678 R 22 R for data science: a book 2022-08-09T20:57:31Z
8 stat_rethinking_2022 3575 342 R 7 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 AnomalyDetection 3461 763 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
10 data.table 3079 937 R 916 R's data.table package extends data.frame: 2022-08-08T00:14:12Z
11 awesome-network-analysis 2755 572 R 23 A curated list of awesome network analysis resources. 2022-05-01T09:10:04Z
12 rmarkdown 2484 935 R 195 Dynamic Documents for R 2022-07-25T16:07:19Z
13 plotly.R 2236 601 R 534 An interactive graphing library for R 2022-06-28T00:41:37Z
14 devtools 2203 743 R 10 Tools to make an R developer's life easier 2022-08-09T19:05:41Z
15 knitr 2201 850 R 115 A general-purpose tool for dynamic report generation in R 2022-08-09T20:26:28Z
16 patchwork 2117 152 R 67 The Composer of ggplots 2022-07-14T15:04:54Z
17 nyc-taxi-data 1871 554 R 1 Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database 2022-05-07T17:35:31Z
18 benchm-ml 1840 336 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.). 2019-08-19T04:22:47Z
19 DataScienceR 1808 876 R 0 a curated list of R tutorials for Data Science, NLP and Machine Learning 2022-04-29T23:59:53Z
20 gganimate 1802 310 R 81 A Grammar of Animated Graphics 2022-03-09T18:47:59Z
21 investing 1727 114 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
22 rethinking 1717 533 R 150 Statistical Rethinking course and book package 2022-07-11T14:16:04Z
23 labs 1683 1857 R 16 Rmd source files for the HarvardX series PH525x 2022-07-10T14:51:47Z
24 stats337 1622 227 R 5 Readings in applied data science 2018-06-21T15:57:29Z
25 wesanderson 1602 123 R 11 A Wes Anderson color palette for R 2022-02-08T23:04:55Z
26 rayshader 1580 180 R 15 R Package for 2D and 3D mapping and data visualization 2022-05-12T05:41:26Z
27 mlr 1576 406 R 9 Machine Learning in R 2022-07-27T13:40:03Z
28 DiagrammeR 1559 242 R 173 Graph and network visualization using tabular data in R. 2022-03-18T15:45:09Z
29 ggstatsplot 1551 166 R 36 Enhancing {ggplot2} plots with statistical analysis 📊🎨📣 2022-08-09T19:47:55Z
30 blogdown 1538 334 R 24 Create Blogs and Websites with R Markdown 2022-08-08T17:44:56Z
31 gt 1533 157 R 236 Easily generate information-rich, publication-quality tables from R 2022-08-10T00:20:19Z
32 seurat 1517 728 R 165 R toolkit for single cell genomics 2022-07-27T23:13:34Z
33 esquisse 1510 205 R 54 RStudio add-in to make plots interactively with ggplot2 2022-07-25T09:09:03Z
34 tofsims 1496 5 R 0 None 2017-11-29T19:16:12Z
35 caret 1453 623 R 136 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2022-08-09T13:22:23Z
36 CausalImpact 1450 244 R 19 An R package for causal inference in time series 2022-06-21T18:27:12Z
37 reticulate 1442 317 R 440 R Interface to Python 2022-08-09T01:16:06Z
38 rvest 1347 333 R 26 Simple web scraping for R 2022-03-01T15:09:16Z
39 drake 1321 130 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2021-09-24T12:46:13Z
40 broom 1293 286 R 6 Convert statistical analysis objects from R into tidy format 2022-08-06T13:58:53Z
41 bbplot 1288 232 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 plumber 1277 242 R 110 Turn your R code into a web API. 2022-07-14T20:04:00Z
43 tidyverse 1258 265 R 9 Easily install and load packages from the tidyverse 2022-07-18T12:45:09Z
44 tensorflow 1257 323 R 35 TensorFlow for R 2022-06-29T17:25:53Z
45 ggthemes 1188 218 R 10 Additional themes, scales, and geoms for ggplot2 2021-09-21T00:50:32Z
46 rnaseq_tutorial 1174 597 R 1 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
47 tidyr 1167 395 R 27 Tidy Messy Data 2022-06-23T21:59:56Z
48 janitor 1156 112 R 39 simple tools for data cleaning in R 2022-05-16T15:06:36Z
49 geocompr 1151 516 R 29 Open source book: Geocomputation with R 2022-08-09T09:10:12Z
50 advanced-shiny 1090 370 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
51 tidytext 1063 188 R 10 Text mining using tidy tools ✨📄✨ 2022-05-09T17:37:42Z
52 mastering-shiny 1058 478 R 36 Mastering Shiny: a book 2022-08-09T00:05:29Z
53 r-color-palettes 1052 114 R 17 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2021-11-22T00:20:31Z
54 purrr 1049 230 R 131 A functional programming toolkit for R 2022-06-17T04:02:37Z
55 hrbrthemes 1049 89 R 22 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2022-04-18T13:41:28Z
56 sf 1040 254 R 93 Simple Features for R 2022-08-09T21:19:56Z
57 brms 1033 148 R 114 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2022-08-05T11:33:36Z
58 swirl 1024 591 R 276 🌀 Learn R, in R. 2021-02-14T15:48:22Z
59 ggrepel 1020 90 R 35 📍 Repel overlapping text labels away from each other. 2022-06-20T17:59:45Z
60 forecast 992 329 R 14 forecast package for R 2022-07-25T22:32:08Z