fable - univariate and multivariate time series forecasting models 

promises - Abstractions for Promise-Based Asynchronous Programming 

tinytex - A lightweight and easy-to-maintain LaTeX distribution 

Readings in Applied Data Science - These readings reflect Hadley's personal thoughts about applied data science.

rayshader - 2D and 3D data visualizations via rgl 

vroom - Fast reading of delimited files  

gt - Easily generate information-rich, publication-quality tables from R

lightgbm  - Light Gradient Boosting Machine.

torch - Tensors and Neural Networks with 'GPU' Acceleration.

The Art of R Programming - It's a good resource for systematically learning fundamentals such as types of objects, control statements, variable scope, classes and debugging in R.

 - A quick and simple introduction to conducting many common statistical tasks with R.

R in Action - This book aims at all levels of users, with sections for beginning, intermediate and advanced R ranging from "Exploring R data structures" to running regressions and conducting factor analyses.

 - This series of inexpensive and focused books from Springer publish shorter books aimed at practitioners. Books can discuss the use of R in a particular subject area, such as Bayesian networks, ggplot2 and Rcpp.

Learning R Programming - Learning R as a programming language from basics to advanced topics.

Johns Hopkins University Data Science Specialization - 9 courses including: Introduction to R, literate analysis tools, Shiny and some more.

HarvardX Biomedical Data Science - Introduction to R for the Life Sciences.

Explore Statistics with R - Covers introduction, data handling and statistical analysis in R.

ggplot2 Extensions - Showcases of ggplot2 extensions.

Natural Language Processing  - NLP related resources in R. @Chinese

Network Analysis - Network Analysis related resources.

Open Data - Using R to obtain, parse, manipulate, create, and share open data.

Package Development - R packages to improve package development.

R Project Conferences -  Information about useR! Conferences and DSC Conferences.

RStartHere - A guide to some of the most useful R packages, organized by workflow.

Topic Models - Topic Models learning and R related resources.

Web Technologies - Information about how to use R and the world wide web together.

pipeR - Multi-paradigm Pipeline Implementation.

lambda.r - Functional programming and simple pattern matching in R.

purrr - A FP package for R in the spirit of underscore.js.

quantmod  - Quantitative Financial Modelling &amp; Trading Framework for R.

pedquant - Public Economic Data and Quantitative Analysis

TTR - Functions and data to construct technical trading rules with R.

PerformanceAnalytics - Econometric tools for performance and risk analysis.

zoo  - S3 Infrastructure for Regular and Irregular Time Series.

tseries - Time series analysis and computational finance.

fAssets - Analysing and Modelling Financial Assets.

CRAN Task View: Analysis of Spatial Data- Spatial Analysis related resources.

Leaflet - One of the most popular JavaScript libraries interactive maps.

ggmap -  Plotting maps in R with ggplot2.

REmap - R interface to the JavaScript library ECharts for interactive map data visualization.

sf - Improved Classes and Methods for Spatial Data.

sp - Classes and Methods for Spatial Data.

rgeos - Interface to Geometry Engine - Open Source

rgdal - Bindings for the Geospatial Data Abstraction Library

maptools - Tools for Reading and Handling Spatial Objects

gstat - Spatial and spatio-temporal geostatistical modelling, prediction and simulation.

spacetime - R classes and methods for spatio-temporal data.

RColorBrewer - Provides color schemes for maps

spatstat - Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests

spdep - Spatial Dependence: Weighting Schemes, Statistics and Models

tigris - Download and use Census TIGER/Line shapefiles in R

futile.logger - A logging package in R similar to log4j

logging - A logging package emulating the python logging package.

R-project - The R Project for Statistical Computing.

An Introduction to R - A very good introductory text on R, also covers some advanced topic. See also the 

CRAN Contributed Docs - CRAN Contributed Documentation in many languages.

tryR - A quick course for getting started with R.

coda - Output analysis and diagnostics for MCMC.

MCMCpack - Markov chain Monte Carlo (MCMC) Package.

R2WinBUGS - Running WinBUGS and OpenBUGS from R / S-PLUS.

BRugs - R interface to the OpenBUGS MCMC software.

rjags - R interface to the JAGS MCMC library.

rstan  - R interface to the Stan MCMC software.

Not So Standard Deviations - The Data Science Podcast.

R World News - R World News helps you keep up with happenings within the R community.

The R-Podcast - Giving practical advice on how to use R.

R Talk - News and discussions of statistical software and language R.

R Weekly - Weekly news updates about the R community.

swirl  - An interactive R tutorial directly in your R console.

DataScienceR  - a list of R tutorials for Data Science, NLP and Machine Learning.

git2r - Gives you programmatic access to Git repositories from R.

Conda - Most R packages are available through the Conda polyglot cross-platform dependency manager.

arrow  - An interface to the Arrow C++ library.

feather  - Fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow.

fst  - Lightning Fast Serialization of Data Frames for R.

haven - Improved methods to import SPSS, Stata and SAS files in R.

jsonlite - A robust and quick way to parse JSON files in R.

readxl  - Read excel files (.xls and .xlsx) into R.

readr  - A fast and friendly way to read tabular data into R.

readODS - Read OpenDocument Spreadsheets into R as data.frames.

RcppTOML - Rcpp Bindings to C++ parser for TOML files.

writexl - Portable, light-weight data frame to xlsx exporter for R.

yaml - R package for converting objects to and from YAML.

heatmaply - Interactive heatmaps with D3.

d3heatmap - Interactive heatmaps with D3 (no longer maintained).

DataTables - Displays R matrices or data frames as interactive HTML tables.

DiagrammeR  - Create JS graph diagrams and flowcharts in R.

dygraphs - Charting time-series data in R.

formattable  - Formattable Data Structures.

ggvis  - Interactive grammar of graphics for R.

MetricsGraphics - Enables easy creation of D3 scatterplots, line charts, and histograms.

networkD3 - D3 JavaScript Network Graphs from R.

scatterD3 - Interactive scatterplots with D3.

plotly  - Interactive ggplot2 and Shiny plotting with 

threejs - Interactive 3D scatter plots and globes.

timevis - Create fully interactive timeline visualizations.

visNetwork - Using vis.js library for network visualization.

wordcloud2 - R interface to wordcloud2.js.

highcharter - R wrapper for highcharts based on htmlwidgets

echarts4r - R wrapper to Echarts version 4

jvmr - Integration of R, Java, and Scala.

rJython - R interface to Python via Jython.

rPython - Package allowing R to call Python.

JuliaCall - Seamless Integration Between R and Julia.

RinRuby - a Ruby library that integrates the R interpreter in Ruby.

R.matlab - Read and write of MAT files together with R-to-MATLAB connectivity.

RcppOctave - Seamless Interface to Octave and Matlab.

RSPerl - A bidirectional interface for calling R from Perl and Perl from R.

htmlwidgets - Bring the best of JavaScript data visualization to R.

minqa - Derivative-free optimization algorithms by quadratic approximation.

nloptr - NLopt is a free/open-source library for nonlinear optimization.

ompr - Model mixed integer linear programs in an algebraic way directly in R.

Rglpk - R/GNU Linear Programming Kit Interface

ROI - The R Optimization Infrastructure ('ROI') is a sophisticated framework for handling optimization problems in R.

rOpenGov Open government data, computational social science, digital humanities

Package Development List - R packages to improve package development.

promises - Abstractions for Promise-Based Asynchronous Programming

devtools  - Tools to make an R developer's life easier.

testthat  - An R package to make testing fun.

R6  - simpler, faster, lighter-weight alternative to R's built-in classes.

pryr  - Make it easier to understand what's going on in R.

roxygen  - Describe your functions in comments next to their definitions.

lineprof - Visualise line profiling results in R.

packrat - Make your R projects more isolated, portable, and reproducible.

installr - Functions for installing softwares from within R (for Windows).

modules - An alternative (Python style) module system for R.

drat - Creation and use of R repositories on GitHub or other repos.

covr - Test coverage for your R package and (optionally) upload the results to 

lintr - Static code analysis for R to enforce code style.

staticdocs - Generate static html documentation for an R package.

sinew - Generate roxygen2 skeletons populated with information scraped from the function script.

engsoccerdata - English and European soccer results 1871-2016.

gapminder - Excerpt from the Gapminder dataset (data about countries through the past 50 years).

wbstats - Tools for searching and downloading data and statistics from the World Bank Data API and the World Bank Data Catalog API.

ICON - complex systems &amp; networks datasets from the Index of COmplex Networks (ICON) database 

RCOBOLDI - Import COBOL CopyBook data files directly into R as properly structured data frames. Package builds are available via 

R Weekly - Weekly updates about R and Data Science. R Weekly is openly developed on GitHub.

R Bloggers - There are people scattered across the Web who blog about R. This is simply an aggregator of many of those feeds.

R-users - A job board for R users (and the people who are looking to hire them)

 - Free book from RStudio developers with emphasis on data science workflow.

 - A problem-oriented online book that supports his 

 - An online version of the Advanced R book.

 - A book (in paper and website formats) on writing R packages.

Books written as part of the Johns Hopkins Data Science

 - Basic analytical skills for all sorts of data in R.

 - More advanced data analysis that relies on R programming.

 - R-based methods for reproducible research and report generation.

 - An excellent resource for users already familiar with SAS or SPSS.

 - A simplified and "operational" version of 

 - Patrick Burns gives insight into R's ins and outs along with its quirks!

 - An online version of the O’Reilly book: Efficient R Programming.

The R Programming Wikibook - A collaborative handbook for R.

R&nbsp;Reference&nbsp;Card&nbsp;2.0 - Material from R for Beginners by permission of Emmanuel Paradis (Version 2 by Matt Baggott).

Regression Analysis Refcard - R Reference Card for Regression Analysis.

Reference Card for ESS - Reference Card for ESS.

ggplot2  - An implementation of the Grammar of Graphics.

ggfortify - A unified interface to ggplot2 popular statistical packages using one line of code.

ggrepel - Repel overlapping text labels away from each other.

ggalt - Extra Coordinate Systems, Geoms and Statistical Transformations for ggplot2.

ggstatsplot - ggplot2 Based Plots with Statistical Details

ggtree - Visualization and annotation of phylogenetic tree.

lattice - A powerful and elegant high-level data visualization system.

corrplot - A graphical display of a correlation matrix or general matrix. It also contains some algorithms to do matrix reordering.

rgl - 3D visualization device system for R.

Cairo - R graphics device using cairo graphics library for creating high-quality display output.

extrafont - Tools for using fonts in R graphics.

showtext - Enable R graphics device to show text using system fonts.

animation - A simple way to produce animated graphics in R, using 

gganimate - Create easy animations with ggplot2.

misc3d - Powerful functions to deal with 3d plots, isosurfaces, etc.

imager - An image processing package based on CImg library to work with images and display them.

hrbrthemes -  🔏 Opinionated, typographic-centric ggplot2 themes and theme components.

waffle -  🍁 Make waffle (square pie) charts in R.

dendextend -  visualizing, adjusting and comparing trees of hierarchical clustering.

idendro -  interactive exploration of dendrograms (trees of hierarchical clustering).

Patchwork - Combine separate ggplots into the same graphic.

plot3Drgl - Plotting Multi-Dimensional Data - Using 'rgl'

httpgd - Asynchronous http server graphics device for R.

Rcpp  - Rcpp provides a powerful API on top of R, make function in R extremely faster.

Rcpp11 - Rcpp11 is a complete redesign of Rcpp, targetting C++11.

compiler - speeding up your R code using the JIT

cpp11 - cpp11 is a header-only R package that helps R package developers handle R objects with C++ code. It's similar to Rcpp but with different design trade-offs and features.

anomalize - Tidy Anomaly Detection using Twitter's AnomalyDetection method.

AnomalyDetection  - AnomalyDetection R package from Twitter.

ahaz - Regularization for semiparametric additive hazards regression.

arules - Mining Association Rules and Frequent Itemsets

bigrf - Big Random Forests: Classification and Regression Forests for
Large Data Sets

bigRR - Generalized Ridge Regression (with special advantage for p &gt;&gt; n
cases)

bmrm - Bundle Methods for Regularized Risk Minimization Package

Boruta - A wrapper algorithm for all-relevant feature selection

BreakoutDetection  - Breakout Detection via Robust E-Statistics from Twitter.

CausalImpact  - Causal inference using Bayesian structural time-series models.

C50 - C5.0 Decision Trees and Rule-Based Models

caret  - Classification and Regression Training

CORElearn - Classification, regression, feature evaluation and ordinal
evaluation

CoxBoost - Cox models by likelihood based boosting for a single survival
endpoint or competing risks

Cubist - Rule- and Instance-Based Regression Modeling

e1071 - Misc Functions of the Department of Statistics (e1071), TU Wien

earth - Multivariate Adaptive Regression Spline Models

elasticnet - Elastic-Net for Sparse Estimation and Sparse PCA

ElemStatLearn - Data sets, functions and examples from the book: "The Elements
of Statistical Learning, Data Mining, Inference, and
Prediction" by Trevor Hastie, Robert Tibshirani and Jerome
Friedman

Repository of R Resources in December 2024

Select category under r projects and apps that you are looking to build in December 2024

Last Updated: 18 December 2024

Repository of r Resources

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