# Trends on Github

## Packages by most stars

stat_rethinking_2023 | by rmcelreath Statistical Rethinking Course for Jan-Mar 2023 + 8 / 1469 |

ggplot2 | by tidyverse An implementation of the Grammar of Graphics in R + 7 / 5833 |

awesome-R | by qinwf A curated list of awesome R packages, frameworks and software. + 6 / 5409 |

awesome-network-analysis | by briatte A curated list of awesome network analysis resources. + 6 / 2996 |

stat_rethinking_2022 | by rmcelreath Statistical Rethinking course winter 2022 + 3 / 4012 |

r4ds | by hadley R for data science: a book + 3 / 3896 |

rmarkdown | by rstudio Dynamic Documents for R + 3 / 2631 |

nyc-taxi-data |
Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database + 3 / 1905 |

DataScienceR | by ujjwalkarn a curated list of R tutorials for Data Science, NLP and Machine Learning + 3 / 1892 |

seurat | by satijalab R toolkit for single cell genomics + 3 / 1738 |

DiagrammeR | by rich-iannone Graph and network visualization using tabular data in R + 3 / 1624 |

janitor | by sfirke simple tools for data cleaning in R + 3 / 1227 |

brms |
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan + 3 / 1102 |

vitae |
R Markdown Rรฉsumรฉs and CVs + 3 / 1006 |

shiny | by rstudio Easy interactive web applications with R + 2 / 4961 |

data.table | by Rdatatable R's data.table package extends data.frame: + 2 / 3254 |

patchwork | by thomasp85 The Composer of ggplots + 2 / 2189 |

benchm-ml | by szilard 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.). + 2 / 1849 |

wesanderson | by karthik A Wes Anderson color palette for R + 2 / 1690 |

tidyverse | by tidyverse Easily install and load packages from the tidyverse + 2 / 1373 |

rnaseq_tutorial | by griffithlab 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. + 2 / 1229 |

mastering-shiny | by hadley Mastering Shiny: a book + 2 / 1143 |

ggrepel | by slowkow :round_pushpin: Repel overlapping text labels away from each other. + 2 / 1073 |

ComplexHeatmap | by jokergoo Make Complex Heatmaps + 2 / 1015 |

dplyr | by tidyverse dplyr: A grammar of data manipulation + 1 / 4397 |

swirl_courses | by swirldev :mortar_board: A collection of interactive courses for the swirl R package. + 1 / 4039 |

plotly.R | by plotly An interactive graphing library for R + 1 / 2349 |

knitr | by yihui A general-purpose tool for dynamic report generation in R + 1 / 2251 |

labs |
Rmd source files for the HarvardX series PH525x + 1 / 1765 |

investing | by zonination Investing Returns on the Market as a Whole + 1 / 1733 |

ggstatsplot |
Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ + 1 / 1666 |

mlr | by mlr-org Machine Learning in R + 1 / 1599 |

blogdown | by rstudio Create Blogs and Websites with R Markdown + 1 / 1597 |

CausalImpact | by google An R package for causal inference in time series + 1 / 1531 |

caret | by topepo caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models + 1 / 1520 |

reticulate | by rstudio R Interface to Python + 1 / 1506 |

bbplot | by bbc R package that helps create and export ggplot2 charts in the style used by the BBC News data team + 1 / 1401 |

rvest | by tidyverse Simple web scraping for R + 1 / 1393 |

plumber | by rstudio Turn your R code into a web API. + 1 / 1320 |

tidyr | by tidyverse Tidy Messy Data + 1 / 1237 |

swirl | by swirldev :cyclone: Learn R, in R. + 1 / 1061 |

lintr | by r-lib Static Code Analysis for R + 1 / 1058 |

forecast | by robjhyndman forecast package for R + 1 / 1022 |

ggpubr | by kassambara 'ggplot2' Based Publication Ready Plots + 1 / 989 |

magrittr | by tidyverse Improve the readability of R code with the pipe + 1 / 925 |

MetBrewer | by BlakeRMills Color palette package in R inspired by works at the Metropolitan Museum of Art in New York + 1 / 844 |

tinytex | by rstudio A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live + 1 / 840 |

generativeart | by cutterkom Create Generative Art with R + 1 / 831 |

rappor | by google RAPPOR: Privacy-Preserving Reporting Algorithms + 1 / 831 |

pagedown | by rstudio Paginate the HTML Output of R Markdown with CSS for Print + 1 / 816 |

gtsummary | by ddsjoberg Presentation-Ready Data Summary and Analytic Result Tables + 1 / 790 |

quanteda | by quanteda An R package for the Quantitative Analysis of Textual Data + 1 / 776 |

workflowr | by workflowr Organize your project into a research website + 1 / 763 |

ML_for_Hackers |
Code accompanying the book "Machine Learning for Hackers" (no change) / 3640 |

AnomalyDetection | by twitter Anomaly Detection with R (no change) / 3484 |

devtools | by r-lib Tools to make an R developer's life easier (no change) / 2259 |

rethinking | by rmcelreath Statistical Rethinking course and book package (no change) / 1901 |

gganimate | by thomasp85 A Grammar of Animated Graphics (no change) / 1853 |

rayshader |
R Package for 2D and 3D mapping and data visualization (no change) / 1829 |

gt | by rstudio Easily generate information-rich, publication-quality tables from R (no change) / 1659 |

esquisse | by dreamRs RStudio add-in to make plots interactively with ggplot2 (no change) / 1621 |

stats337 | by hadley Readings in applied data science (no change) / 1621 |

tofsims | by fossasia null (no change) / 1487 |

broom | by tidymodels Convert statistical analysis objects from R into tidy format (no change) / 1335 |

drake | by ropensci An R-focused pipeline toolkit for reproducibility and high-performance computing (no change) / 1321 |

geocompr | by geocompx Open source book: Geocomputation with R (no change) / 1301 |

tensorflow | by rstudio TensorFlow for R (no change) / 1279 |

ggthemes | by jrnold Additional themes, scales, and geoms for ggplot2 (no change) / 1223 |

r-color-palettes |
Comprehensive list of color palettes available in R โค๏ธ๐งก๐๐๐๐ (no change) / 1189 |

advanced-shiny | by daattali ๐คน Shiny tips & tricks for improving your apps and solving common problems (no change) / 1124 |

purrr | by tidyverse A functional programming toolkit for R (no change) / 1123 |

sf | by r-spatial Simple Features for R (no change) / 1118 |

tidytext | by juliasilge Text mining using tidy tools :sparkles::page_facing_up::sparkles: (no change) / 1114 |

hrbrthemes | by hrbrmstr :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components (no change) / 1110 |

r-source | by wch Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. (no change) / 1010 |

statistics-for-data-scientists | by andrewgbruce Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" (no change) / 994 |

ggraph | by thomasp85 Grammar of Graph Graphics (no change) / 973 |

httr | by r-lib httr: a friendly http package for R (no change) / 968 |

readr | by tidyverse Read flat files (csv, tsv, fwf) into R (no change) / 948 |

sparklyr | by sparklyr R interface for Apache Spark (no change) / 898 |

future |
:rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone (no change) / 889 |

easystats | by easystats :milky_way: The R easystats-project (no change) / 881 |

BanditsBook |
Code for my book on Multi-Armed Bandit Algorithms (no change) / 858 |

datapasta | by MilesMcBain On top of spaghetti, all covered in cheese.... (no change) / 857 |

circlize | by jokergoo Circular visualization in R (no change) / 851 |

slidify | by ramnathv Generate reproducible html5 slides from R markdown (no change) / 850 |

performance | by easystats :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) (no change) / 842 |

ggforce | by thomasp85 Accelerating ggplot2 (no change) / 839 |

ggthemr |
Themes for ggplot2. (no change) / 833 |

renv | by rstudio renv: Project environments for R. (no change) / 823 |

testthat | by r-lib An R ๐ฆ to make testing ๐ (no change) / 819 |

golem | by ThinkR-open A Framework for Building Robust Shiny Apps (no change) / 806 |

perceptions | by zonination Perceptions of Probability and Numbers (no change) / 790 |

googlesheets | by jennybc Google Spreadsheets R API (no change) / 787 |

text2vec | by dselivanov Fast vectorization, topic modeling, distances and GloVe word embeddings in R. (no change) / 785 |

tidyquant |
Bringing financial analysis to the tidyverse (no change) / 781 |

ProgrammingAssignment2 | by rdpeng Repository for Programming Assignment 2 for R Programming on Coursera (no change) / 781 |

rtweet | by ropensci ๐ฆ R client for interacting with Twitter's [stream and REST] APIs (no change) / 779 |

keras | by rstudio R Interface to Keras (no change) / 778 |

addinslist | by daattali ๐ Discover and install useful RStudio addins (no change) / 768 |