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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 4567 | 1658 | R | 226 | An implementation of the Grammar of Graphics in R | 2020-08-20T20:51:42Z |
| 2 | awesome-R | 4179 | 1345 | R | 0 | A curated list of awesome R packages, frameworks and software. | 2020-08-06T10:30:38Z |
| 3 | shiny | 3933 | 1625 | R | 579 | Easy interactive web applications with R | 2020-08-20T20:55:58Z |
| 4 | ML_for_Hackers | 3556 | 2243 | R | 35 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 5 | dplyr | 3456 | 1286 | R | 69 | dplyr: A grammar of data manipulation | 2020-08-19T13:56:25Z |
| 6 | swirl_courses | 3416 | 6710 | R | 147 | 🎓 A collection of interactive courses for the swirl R package. | 2020-07-02T19:37:48Z |
| 7 | AnomalyDetection | 3231 | 725 | R | 71 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 8 | r4ds | 2506 | 3091 | R | 139 | R for data science: a book | 2020-08-18T18:38:04Z |
| 9 | bookdown | 2070 | 889 | R | 118 | Authoring Books and Technical Documents with R Markdown | 2020-08-20T21:22:11Z |
| 10 | awesome-network-analysis | 2010 | 432 | R | 18 | A curated list of awesome network analysis resources. | 2020-06-07T10:02:54Z |
| 11 | devtools | 1980 | 699 | R | 19 | Tools to make an R developer's life easier | 2020-07-30T20:44:54Z |
| 12 | knitr | 1945 | 792 | R | 129 | A general-purpose tool for dynamic report generation in R | 2020-08-19T22:09:17Z |
| 13 | rmarkdown | 1885 | 789 | R | 158 | Dynamic Documents for R | 2020-08-06T04:31:18Z |
| 14 | benchm-ml | 1783 | 331 | 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.). | 2019-08-19T04:22:47Z |
| 15 | plotly | 1766 | 571 | R | 376 | An interactive graphing library for R | 2020-07-31T17:28:28Z |
| 16 | investing | 1721 | 114 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 17 | nyc-taxi-data | 1687 | 514 | R | 0 | Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database | 2020-08-02T15:16:24Z |
| 18 | patchwork | 1618 | 131 | R | 25 | The Composer of ggplots | 2020-06-22T17:33:39Z |
| 19 | stats337 | 1613 | 239 | R | 7 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 20 | gganimate | 1594 | 282 | R | 126 | A Grammar of Animated Graphics | 2020-06-30T12:10:49Z |
| 21 | DataScienceR | 1569 | 833 | R | 3 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2018-04-18T00:01:52Z |
| 22 | mlr | 1420 | 383 | R | 15 | Machine Learning in R | 2020-08-18T06:55:23Z |
| 23 | ESL-CN | 1357 | 372 | R | 83 | The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。 | 2020-08-12T04:13:49Z |
| 24 | DiagrammeR | 1356 | 212 | R | 131 | Graph and network visualization using tabular data in R. | 2020-07-07T19:47:40Z |
| 25 | labs | 1348 | 1692 | R | 19 | Rmd source files for the HarvardX series PH525x | 2020-04-10T20:54:56Z |
| 26 | wesanderson | 1232 | 98 | R | 13 | A Wes Anderson color palette for R | 2020-01-30T07:50:54Z |
| 27 | caret | 1231 | 571 | R | 102 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2020-08-19T19:46:16Z |
| 28 | rayshader | 1221 | 137 | R | 29 | R Package for 2D and 3D mapping and data visualization | 2020-07-17T22:32:08Z |
| 29 | blogdown | 1197 | 273 | R | 17 | Create Blogs and Websites with R Markdown | 2020-06-23T19:56:47Z |
| 30 | tensorflow | 1196 | 320 | R | 26 | TensorFlow for R | 2020-07-30T16:56:56Z |
| 31 | drake | 1189 | 126 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2020-08-18T12:28:19Z |
| 32 | rvest | 1174 | 300 | R | 42 | Simple web scraping for R | 2020-07-27T12:35:16Z |
| 33 | rethinking | 1158 | 365 | R | 139 | Statistical Rethinking course and book package | 2020-08-02T11:02:09Z |
| 34 | CausalImpact | 1149 | 200 | R | 21 | An R package for causal inference in time series | 2019-12-26T15:34:41Z |
| 35 | reticulate | 1146 | 234 | R | 286 | R Interface to Python | 2020-08-20T21:15:10Z |
| 36 | gt | 1118 | 108 | R | 228 | Easily generate information-rich, publication-quality tables from R | 2020-08-21T01:07:52Z |
| 37 | tofsims | 1084 | 4 | R | 0 | None | 2017-11-29T19:16:12Z |
| 38 | bbplot | 1071 | 181 | R | 14 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 2019-03-19T02:15:52Z |
| 39 | plumber | 1067 | 204 | R | 137 | Turn your R code into a web API. | 2020-08-20T20:24:22Z |
| 40 | ggthemes | 1061 | 204 | R | 7 | Additional themes, scales, and geoms for ggplot2 | 2020-06-19T09:13:59Z |
| 41 | broom | 987 | 270 | R | 110 | Convert statistical analysis objects from R into tidy format | 2020-08-19T22:46:41Z |
| 42 | rnaseq_tutorial | 965 | 511 | R | 14 | 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. | 2020-06-19T21:57:59Z |
| 43 | esquisse | 962 | 126 | R | 42 | RStudio add-in to make plots with ggplot2 | 2020-08-07T16:30:43Z |
| 44 | tidyr | 921 | 366 | R | 54 | Easily tidy data with spread and gather functions. | 2020-08-17T13:13:41Z |
| 45 | tidyverse | 912 | 200 | R | 14 | Easily install and load packages from the tidyverse | 2020-07-04T22:26:58Z |
| 46 | tidytext | 909 | 176 | R | 5 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2020-07-11T21:58:54Z |
| 47 | advanced-shiny | 908 | 319 | R | 1 | Shiny tips & tricks for improving your apps and solving common problems | 2019-10-25T02:56:22Z |
| 48 | swirl | 907 | 576 | R | 239 | 🌀 Learn R, in R. | 2020-01-16T21:08:01Z |
| 49 | purrr | 897 | 206 | R | 91 | A functional programming toolkit for R | 2020-08-10T11:26:38Z |
| 50 | seurat | 862 | 469 | R | 71 | R toolkit for single cell genomics | 2020-08-19T14:47:28Z |
| 51 | janitor | 856 | 87 | R | 48 | simple tools for data cleaning in R | 2020-08-18T14:28:08Z |
| 52 | httr | 855 | 1973 | R | 42 | httr: a friendly http package for R | 2020-08-14T13:35:48Z |
| 53 | forecast | 845 | 297 | R | 18 | forecast package for R | 2020-08-19T00:54:39Z |
| 54 | slidify | 829 | 354 | R | 181 | Generate reproducible html5 slides from R markdown | 2016-08-02T03:54:45Z |
| 55 | hrbrthemes | 799 | 73 | R | 20 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2020-07-26T15:42:36Z |
| 56 | magrittr | 786 | 142 | R | 17 | Improve the readability of R code with the pipe | 2020-08-20T12:57:00Z |
| 57 | readr | 775 | 249 | R | 107 | Read flat files (csv, tsv, fwf) into R | 2020-07-16T12:48:01Z |
| 58 | geocompr | 768 | 353 | R | 25 | Open source book: Geocomputation with R | 2020-07-27T15:15:28Z |
| 59 | sf | 765 | 200 | R | 29 | Simple Features for R | 2020-08-18T09:49:46Z |
| 60 | ggrepel | 761 | 83 | R | 24 | 📍 Repel overlapping text labels away from each other. | 2020-07-23T20:19:33Z |
| 61 | lintr | 757 | 135 | R | 113 | Static Code Analysis for R | 2020-08-20T16:34:56Z |
| 62 | googlesheets | 754 | 191 | R | 92 | Google Spreadsheets R API | 2020-04-21T19:00:37Z |
| 63 | sparklyr | 749 | 274 | R | 479 | R interface for Apache Spark | 2020-08-20T18:58:53Z |
| 64 | brms | 741 | 100 | R | 80 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2020-08-20T07:10:18Z |
| 65 | r-source | 740 | 218 | 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. | 2020-08-20T16:10:17Z |
| 66 | ggraph | 740 | 85 | R | 64 | Grammar of Graph Graphics | 2020-05-27T08:29:04Z |
| 67 | BanditsBook | 722 | 240 | R | 8 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |
| 68 | rappor | 714 | 139 | R | 36 | RAPPOR: Privacy-Preserving Reporting Algorithms | 2019-08-23T22:12:08Z |
| 69 | MLPB | 702 | 274 | R | 0 | Machine Learning Problem Bible | Problem Set Here >> | 2019-11-29T23:46:03Z |
| 70 | text2vec | 686 | 114 | R | 13 | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 2020-04-18T05:57:23Z |
| 71 | testthat | 678 | 268 | R | 21 | An R 📦 to make testing 😀 | 2020-08-20T21:54:43Z |
| 72 | ggvis | 667 | 184 | R | 192 | Interactive grammar of graphics for R | 2020-08-13T18:12:46Z |
| 73 | future | 665 | 63 | R | 101 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2020-08-21T02:18:11Z |
| 74 | htmlwidgets | 662 | 191 | R | 119 | HTML Widgets for R | 2020-08-07T22:14:00Z |
| 75 | ggthemr | 656 | 87 | R | 7 | Themes for ggplot2. | 2020-03-11T12:14:33Z |
| 76 | keras | 654 | 247 | R | 103 | R Interface to Keras | 2020-08-18T12:44:14Z |
| 77 | ProgrammingAssignment2 | 653 | 130534 | R | 3560 | Repository for Programming Assignment 2 for R Programming on Coursera | 2020-08-20T23:08:09Z |
| 78 | datapasta | 647 | 46 | R | 20 | On top of spaghetti, all covered in cheese.... | 2020-03-09T22:40:45Z |
| 79 | SparkR-pkg | 647 | 339 | R | 21 | R frontend for Spark | 2016-06-10T21:42:55Z |
| 80 | statistics-for-data-scientists | 642 | 460 | R | 12 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2020-07-08T18:34:27Z |
| 81 | perceptions | 636 | 85 | R | 0 | Perceptions of Probability and Numbers | 2017-08-25T14:34:20Z |
| 82 | mastering-shiny | 626 | 187 | R | 40 | Mastering Shiny: a book | 2020-08-19T13:51:45Z |
| 83 | RStartHere | 625 | 227 | R | 8 | A guide to some of the most useful R Packages that we know about | 2019-09-16T16:42:30Z |
| 84 | ggpubr | 621 | 102 | R | 54 | 'ggplot2' Based Publication Ready Plots | 2020-07-30T21:04:31Z |
| 85 | ggmap | 609 | 219 | R | 101 | A package for plotting maps in R with ggplot2 | 2020-06-17T18:52:40Z |
| 86 | quanteda | 602 | 147 | R | 78 | An R package for the Quantitative Analysis of Textual Data | 2020-08-20T08:41:15Z |
| 87 | r-color-palettes | 587 | 70 | R | 7 | Comprehensive list of color palettes available in r ❤️🧡💛💚💙💜 | 2020-06-15T02:08:51Z |
| 88 | waffle | 575 | 73 | R | 37 | 🍁 Make waffle (square pie) charts in R | 2019-08-21T12:34:33Z |
| 89 | opencpu | 572 | 101 | R | 86 | OpenCPU system for embedded scientific computation and reproducible research | 2020-07-05T09:33:40Z |
| 90 | addinslist | 569 | 111 | R | 1 | Discover and install useful RStudio addins | 2020-05-11T17:07:40Z |
| 91 | tidyquant | 566 | 143 | R | 64 | Bringing financial analysis to the tidyverse | 2020-08-14T20:38:31Z |
| 92 | ProjectTemplate | 564 | 159 | R | 21 | A template utility for R projects that provides a skeletal project. | 2020-07-11T20:41:21Z |
| 93 | ggforce | 563 | 68 | R | 81 | Accelerating ggplot2 | 2020-07-03T10:15:07Z |
| 94 | circlize | 562 | 102 | R | 12 | Circular visualization in R | 2020-08-17T19:32:34Z |
| 95 | formattable | 557 | 71 | R | 50 | Formattable Data Structures | 2020-04-25T12:18:31Z |
| 96 | usethis | 550 | 186 | R | 54 | Set up commonly used 📦 components | 2020-08-16T20:49:52Z |
| 97 | engsoccerdata | 550 | 165 | R | 16 | English and European soccer results 1871-2019 | 2020-04-12T12:18:45Z |
| 98 | highcharter | 547 | 123 | R | 159 | R wrapper for highcharts | 2020-08-20T13:55:12Z |
| 99 | asdfree | 545 | 443 | R | 95 | analyze survey data for free | 2019-01-26T13:39:07Z |
| 100 | networkD3 | 542 | 251 | R | 71 | D3 JavaScript Network Graphs from R | 2020-02-25T13:41:42Z |