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Search within R - Resources
R
> Resources
Resources
Websites
Manuals
R-project
- The R Project for Statistical Computing
Resources
Websites
Manuals
An Introduction to R
- A very good introductory text on R, also covers some advanced topic. See also the Manuals section on CRAN
Resources
Websites
Manuals
CRAN Contributed Docs
- CRAN Contributed Documentation in many languages
Resources
Websites
Manuals
Quick-R
- An excellent quick reference
Resources
Websites
Manuals
tryR
- A quick course for getting started with R
Resources
Websites
Tools and References
RDocumentation
- Search through all CRAN, Bioconductor, Github packages and their archives with RDocumentation
Resources
Websites
Tools and References
rdrr.io
- Find R package documentation. Try R packages in your browser
Resources
Websites
Tools and References
CRAN Task Views
- Task Views for CRAN packages
Resources
Websites
Tools and References
rnotebook.io
- Create online R Jupyter Notebooks for free
Resources
Websites
News and Info
R Weekly
- Weekly updates about R and Data Science. R Weekly is openly developed on GitHub
Resources
Websites
News and Info
R Bloggers
- There are people scattered across the Web who blog about R. This is simply an aggregator of many of those feeds
Resources
Websites
News and Info
R-users
- A job board for R users (and the people who are looking to hire them)
Resources
Books
Free and Online
R for Data Science by Garrett Grolemund & Hadley Wickham
- Free book from RStudio developers with emphasis on data science workflow
Resources
Books
Free and Online
R Cookbook by Winston Chang
- A problem-oriented online book that supports his R Graphics Cookbook, 2nd ed. (2018)
Resources
Books
Free and Online
Advanced R, 2nd ed. by Hadley Wickham (2019)
- Advanced R, 2nd ed. by Hadley Wickham (2019) - An online version of the Advanced R book
Resources
Books
Free and Online
R Packages, 2nd ed. by Hadley Wickham & Jennifer Bryan
- A book (in paper and website formats) on writing R packages
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
Exploratory Data Analysis with R by Roger D. Peng (2016)
- Exploratory Data Analysis with R by Roger D. Peng (2016) - Basic analytical skills for all sorts of data in R
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
R Programming for Data Science by Roger D. Peng (2019)
- R Programming for Data Science by Roger D. Peng (2019) - More advanced data analysis that relies on R programming
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
Report Writing for Data Science in R by Roger D. Peng (2019)
- Report Writing for Data Science in R by Roger D. Peng (2019) - R-based methods for reproducible research and report generation
Resources
Books
Free and Online
R for SAS and SPSS users by Bob Muenchen (2012)
- R for SAS and SPSS users by Bob Muenchen (2012) - An excellent resource for users already familiar with SAS or SPSS
Resources
Books
Free and Online
Introduction to Statistical Learning with Application in R by Gareth James et al. (2017)
- Introduction to Statistical Learning with Application in R by Gareth James et al. (2017) - A simplified and "operational" version of The Elements of Statistical Learning. Free softcopy provided by its authors
Resources
Books
Free and Online
The R Inferno by Patrick Burns (2011)
- The R Inferno by Patrick Burns (2011) - Patrick Burns gives insight into R's ins and outs along with its quirks!
Resources
Books
Free and Online
Efficient R Programming by Colin Gillespie & Robin Lovelace (2017)
- Efficient R Programming by Colin Gillespie & Robin Lovelace (2017) - An online version of the OReilly book: Efficient R Programming
Resources
Books
Free and Online
The R Programming Wikibook
- A collaborative handbook for R
Resources
Books
Paid
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
Resources
Books
Paid
R Cookbook, 2nd ed. by JD Long & Paul Teetor (2019)
- R Cookbook, 2nd ed. by JD Long & Paul Teetor (2019) - A quick and simple introduction to conducting many common statistical tasks with R
Resources
Books
Paid
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
Resources
Books
Paid
Use R! Series by Springer
- 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
Resources
Books
Paid
Learning R Programming
- Learning R as a programming language from basics to advanced topics
Resources
Books
Book/monograph Lists and Reviews
R Books List
- List of R Books
Updated 3 years ago
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17
Resources
Books
Book/monograph Lists and Reviews
Readings in Applied Data Science
- These readings reflect Hadley's personal thoughts about applied data science
Updated 3 years ago
The latest commit was 3 years ago
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139
Resources
Podcasts
Not So Standard Deviations
- The Data Science Podcast
Resources
Podcasts
@Roger Peng
- and @Hilary Parker
Resources
Podcasts
R World News
- helps you keep up with happenings within the R community
Resources
Podcasts
@Bob Rudis
- and @Jay Jacobs
Resources
Podcasts
The R-Podcast
- Giving practical advice on how to use R
Resources
Podcasts
@Eric Nantz
Resources
Podcasts
R Talk
- News and discussions of statistical software and language R
Resources
Podcasts
@Oliver Keyes
- @Jasmine Dumas, @Ted Hart and @Mikhail Popov
Resources
Reference Cards
RStudio Cheat Sheets
Resources
Reference Cards
RReferenceCard2.0
- Material from R for Beginners by permission of Emmanuel Paradis (Version 2 by Matt Baggott)
Resources
Reference Cards
Regression Analysis Refcard
- R Reference Card for Regression Analysis
Resources
Reference Cards
Reference Card for ESS
Resources
MOOCs
Johns Hopkins University Data Science Specialization
- 9 courses including: Introduction to R, literate analysis tools, Shiny and some more
Resources
MOOCs
HarvardX Biomedical Data Science
- Introduction to R for the Life Sciences
Resources
MOOCs
Explore Statistics with R
- Covers introduction, data handling and statistical analysis in R
Resources
Lists
Open Data
- Using R to obtain, parse, manipulate, create, and share open data
Updated 4 years ago
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185
32
Resources
Lists
Posts
- Great R blog posts or Rticles
Resources
Lists
R Project Conferences
- Information about useR! Conferences and DSC Conferences
Resources
Lists
RStartHere
- A guide to some of the most useful R packages, organized by workflow
Resources
Lists
RStudio Addins
- List of RStudio addins
Resources
R Ecosystems
rOpenGov
- Open government data, computational social science, digital humanities
Resources
R Ecosystems
rOpenHealth
- Public health data
Resources
R Ecosystems
rOpenSci
- Open science
Resources
2018
rstats-ed
- List of courses teaching R
Resources
2018
tinytex
- A lightweight and easy-to-maintain LaTeX distribution
Resources
2017
tidyverse
- Easily install and load packages from the tidyverse
Resources
2017
purrr
- A functional programming toolkit for R
Resources
2017
xaringan
- Create HTML5 slides with R Markdown and the JavaScript library
Resources
2017
blogdown
- Create Blogs and Websites with R Markdown
Resources
2017
glue
- Glue strings to data in R. Small, fast, dependency free interpreted string literals
Resources
2017
reprex
- Render bits of R code for sharing, e.g., on GitHub or StackOverflow
Resources
2017
reticulate
- R Interface to Python
Resources
2017
tensorflow
- TensorFlow for R
Resources
Lists
Posts
- Great R blog posts or Rticles
Categories
dplyr
Data Manipulation
Fast data frames manipulation and database query
ggplot2
Graphic Displays
An implementation of the Grammar of Graphics
prophet
Machine Learning
Tool for producing high quality forecasts for time series data that has multiple ...
shiny
Web Technologies and Services
Easy interactive web applications with R. See also awesome-rshiny