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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 5984 | 1990 | R | 219 | An implementation of the Grammar of Graphics in R | 2023-07-13T20:57:57Z |
| 2 | awesome-R | 5513 | 1495 | R | 2 | A curated list of awesome R packages, frameworks and software. | 2023-05-24T19:21:23Z |
| 3 | shiny | 5061 | 1803 | R | 741 | Easy interactive web applications with R | 2023-07-10T14:52:51Z |
| 4 | dplyr | 4495 | 2099 | R | 40 | dplyr: A grammar of data manipulation | 2023-07-09T15:17:17Z |
| 5 | swirl_courses | 4081 | 7229 | R | 133 | 🎓 A collection of interactive courses for the swirl R package. | 2023-05-03T07:51:57Z |
| 6 | stat_rethinking_2022 | 4064 | 431 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 7 | r4ds | 4027 | 3919 | R | 19 | R for data science: a book | 2023-07-14T09:51:59Z |
| 8 | ML_for_Hackers | 3647 | 2249 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 9 | AnomalyDetection | 3506 | 782 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 10 | data.table | 3324 | 956 | R | 1017 | R's data.table package extends data.frame: | 2023-07-01T03:39:54Z |
| 11 | awesome-network-analysis | 3120 | 589 | R | 6 | A curated list of awesome network analysis resources. | 2023-07-14T09:37:28Z |
| 12 | rmarkdown | 2693 | 960 | R | 221 | Dynamic Documents for R | 2023-07-11T15:33:32Z |
| 13 | plotly.R | 2402 | 622 | R | 603 | An interactive graphing library for R | 2023-07-07T23:11:05Z |
| 14 | devtools | 2300 | 753 | R | 30 | Tools to make an R developer's life easier | 2023-07-12T17:07:02Z |
| 15 | knitr | 2281 | 866 | R | 130 | A general-purpose tool for dynamic report generation in R | 2023-06-20T23:36:21Z |
| 16 | patchwork | 2248 | 154 | R | 83 | The Composer of ggplots | 2022-08-19T09:07:33Z |
| 17 | rethinking | 1946 | 576 | R | 184 | Statistical Rethinking course and book package | 2023-06-20T08:26:13Z |
| 18 | nyc-taxi-data | 1926 | 567 | 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 |
| 19 | DataScienceR | 1922 | 887 | R | 1 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 20 | gganimate | 1883 | 310 | R | 86 | A Grammar of Animated Graphics | 2023-03-14T17:31:25Z |
| 21 | rayshader | 1875 | 202 | R | 19 | R Package for 2D and 3D mapping and data visualization | 2023-06-09T07:42:54Z |
| 22 | seurat | 1872 | 837 | R | 114 | R toolkit for single cell genomics | 2023-07-14T19:44:31Z |
| 23 | benchm-ml | 1861 | 338 | 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 |
| 24 | labs | 1813 | 1884 | R | 17 | Rmd source files for the HarvardX series PH525x | 2022-07-10T14:51:47Z |
| 25 | investing | 1736 | 112 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 26 | wesanderson | 1735 | 135 | R | 11 | A Wes Anderson color palette for R | 2022-08-25T04:56:48Z |
| 27 | ggstatsplot | 1735 | 172 | R | 60 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2023-07-07T14:47:56Z |
| 28 | gt | 1727 | 182 | R | 258 | Easily generate information-rich, publication-quality tables from R | 2023-07-15T00:02:33Z |
| 29 | stat_rethinking_2023 | 1695 | 175 | R | 9 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-03-14T08:42:45Z |
| 30 | esquisse | 1657 | 220 | R | 71 | RStudio add-in to make plots interactively with ggplot2 | 2023-07-12T09:47:45Z |
| 31 | DiagrammeR | 1640 | 244 | R | 185 | Graph and network visualization using tabular data in R | 2023-07-10T20:46:27Z |
| 32 | blogdown | 1636 | 337 | R | 24 | Create Blogs and Websites with R Markdown | 2023-06-25T01:50:10Z |
| 33 | stats337 | 1623 | 232 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 34 | mlr | 1612 | 404 | R | 8 | Machine Learning in R | 2023-07-01T00:33:03Z |
| 35 | CausalImpact | 1578 | 255 | R | 23 | An R package for causal inference in time series | 2023-03-11T06:55:52Z |
| 36 | caret | 1552 | 635 | R | 157 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2023-03-30T21:36:31Z |
| 37 | reticulate | 1548 | 321 | R | 475 | R Interface to Python | 2023-07-15T17:52:12Z |
| 38 | tofsims | 1484 | 5 | R | 0 | None | 2017-11-29T19:16:12Z |
| 39 | tidyverse | 1459 | 273 | R | 5 | Easily install and load packages from the tidyverse | 2023-03-08T21:34:13Z |
| 40 | bbplot | 1456 | 247 | 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 | rvest | 1414 | 334 | R | 16 | Simple web scraping for R | 2023-03-19T23:41:07Z |
| 42 | broom | 1368 | 294 | R | 4 | Convert statistical analysis objects from R into tidy format | 2023-06-26T14:54:41Z |
| 43 | geocompr | 1364 | 561 | R | 18 | Open source book: Geocomputation with R | 2023-06-24T17:23:15Z |
| 44 | plumber | 1331 | 252 | R | 123 | Turn your R code into a web API. | 2023-03-08T19:01:54Z |
| 45 | drake | 1328 | 132 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2023-05-21T15:47:54Z |
| 46 | tensorflow | 1294 | 324 | R | 45 | TensorFlow for R | 2023-05-10T13:06:15Z |
| 47 | janitor | 1275 | 126 | R | 32 | simple tools for data cleaning in R | 2023-07-11T14:26:33Z |
| 48 | tidyr | 1264 | 399 | R | 48 | Tidy Messy Data | 2023-03-31T05:37:55Z |
| 49 | r-color-palettes | 1264 | 124 | R | 20 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2021-11-22T00:20:31Z |
| 50 | rnaseq_tutorial | 1254 | 614 | R | 4 | 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 |
| 51 | ggthemes | 1247 | 227 | R | 11 | Additional themes, scales, and geoms for ggplot2 | 2023-03-14T16:45:18Z |
| 52 | mastering-shiny | 1201 | 546 | R | 52 | Mastering Shiny: a book | 2023-06-06T17:59:08Z |
| 53 | sf | 1163 | 278 | R | 25 | Simple Features for R | 2023-07-14T10:24:45Z |
| 54 | purrr | 1155 | 250 | R | 33 | A functional programming toolkit for R | 2023-07-05T09:48:42Z |
| 55 | advanced-shiny | 1142 | 380 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 56 | brms | 1140 | 174 | R | 123 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2023-07-14T11:32:53Z |
| 57 | hrbrthemes | 1138 | 91 | R | 25 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2022-09-04T10:46:38Z |
| 58 | tidytext | 1130 | 188 | R | 9 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2023-06-01T18:55:27Z |
| 59 | ggrepel | 1120 | 90 | R | 35 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2023-05-04T19:19:18Z |
| 60 | ComplexHeatmap | 1099 | 206 | R | 107 | Make Complex Heatmaps | 2023-06-15T14:19:51Z |
| 61 | lintr | 1093 | 173 | R | 205 | Static Code Analysis for R | 2023-07-07T23:02:18Z |
| 62 | swirl | 1073 | 597 | R | 278 | 🌀 Learn R, in R. | 2021-02-14T15:48:22Z |
| 63 | vitae | 1062 | 205 | R | 28 | R Markdown Résumés and CVs | 2023-04-03T21:23:51Z |
| 64 | forecast | 1051 | 334 | R | 15 | forecast package for R | 2023-06-25T23:12:29Z |
| 65 | r-source | 1035 | 289 | 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. | 2023-07-15T22:32:49Z |
| 66 | statistics-for-data-scientists | 1021 | 633 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 67 | ggpubr | 1018 | 160 | R | 193 | 'ggplot2' Based Publication Ready Plots | 2023-02-28T11:00:00Z |
| 68 | ggraph | 987 | 104 | R | 76 | Grammar of Graph Graphics | 2023-02-08T20:43:08Z |
| 69 | httr | 974 | 2005 | R | 65 | httr: a friendly http package for R | 2023-06-23T06:54:49Z |
| 70 | readr | 953 | 294 | R | 77 | Read flat files (csv, tsv, fwf) into R | 2023-03-27T08:03:59Z |
| 71 | magrittr | 938 | 154 | R | 20 | Improve the readability of R code with the pipe | 2023-03-08T13:37:44Z |
| 72 | easystats | 926 | 68 | R | 38 | 🌌 The R easystats-project | 2023-07-15T14:35:09Z |
| 73 | MetBrewer | 922 | 70 | R | 4 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 2023-04-24T09:53:37Z |
| 74 | sparklyr | 905 | 306 | R | 312 | R interface for Apache Spark | 2023-07-12T22:58:56Z |
| 75 | future | 896 | 80 | R | 100 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2023-07-01T21:45:11Z |
| 76 | circlize | 882 | 137 | R | 40 | Circular visualization in R | 2022-12-09T16:16:45Z |
| 77 | datapasta | 873 | 56 | R | 25 | On top of spaghetti, all covered in cheese.... | 2022-04-29T11:08:13Z |
| 78 | tinytex | 870 | 107 | R | 21 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2023-06-20T17:02:28Z |
| 79 | BanditsBook | 868 | 268 | R | 5 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |
| 80 | performance | 862 | 74 | R | 90 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2023-06-22T06:59:59Z |
| 81 | generativeart | 855 | 154 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 82 | renv | 852 | 108 | R | 59 | renv: Project environments for R. | 2023-07-15T05:09:54Z |
| 83 | ggthemr | 850 | 101 | R | 7 | Themes for ggplot2. | 2022-05-07T19:44:21Z |
| 84 | Robyn | 849 | 282 | R | 30 | Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset. | 2023-07-13T07:32:03Z |
| 85 | slidify | 848 | 345 | R | 174 | Generate reproducible html5 slides from R markdown | 2016-08-02T03:54:45Z |
| 86 | ggforce | 847 | 102 | R | 68 | Accelerating ggplot2 | 2023-04-13T14:37:38Z |
| 87 | rappor | 844 | 172 | R | 26 | RAPPOR: Privacy-Preserving Reporting Algorithms | 2022-07-14T06:30:15Z |
| 88 | pagedown | 840 | 128 | R | 72 | Paginate the HTML Output of R Markdown with CSS for Print | 2023-03-20T16:43:08Z |
| 89 | gtsummary | 839 | 95 | R | 18 | Presentation-Ready Data Summary and Analytic Result Tables | 2023-07-15T22:00:29Z |
| 90 | testthat | 835 | 304 | R | 64 | An R 📦 to make testing 😀 | 2023-07-07T13:37:50Z |
| 91 | golem | 833 | 123 | R | 73 | A Framework for Building Robust Shiny Apps | 2023-07-07T13:37:38Z |
| 92 | text2vec | 813 | 132 | R | 23 | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 2023-06-05T18:40:19Z |
| 93 | clusterProfiler | 801 | 238 | R | 246 | 📊 A universal enrichment tool for interpreting omics data | 2023-07-12T07:14:49Z |
| 94 | tidyquant | 798 | 166 | R | 84 | Bringing financial analysis to the tidyverse | 2023-05-04T10:56:18Z |
| 95 | FriendsDontLetFriends | 794 | 30 | R | 0 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 2023-01-16T23:28:27Z |
| 96 | ProgrammingAssignment2 | 793 | 142546 | R | 191 | Repository for Programming Assignment 2 for R Programming on Coursera | 2023-07-15T11:00:09Z |
| 97 | quanteda | 791 | 184 | R | 60 | An R package for the Quantitative Analysis of Textual Data | 2023-07-04T16:29:44Z |
| 98 | addinslist | 790 | 140 | R | 0 | 📜 Discover and install useful RStudio addins | 2023-06-03T23:40:50Z |
| 99 | perceptions | 790 | 94 | R | 1 | Perceptions of Probability and Numbers | 2017-08-25T14:34:20Z |
| 100 | keras | 789 | 280 | R | 100 | R Interface to Keras | 2023-07-11T15:25:47Z |