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r.scroll
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import ../code/conceptPage.scroll
id r
name R
appeared 1993
creators Ross Ihaka and Robert Gentleman
tags pl
website https://www.r-project.org
blog https://developer.r-project.org/Blog/public/
releaseNotes https://developer.r-project.org/
latestVersion 4.4.0
download https://cran.r-project.org/bin/windows/base/
isOpenSource true
tryItOnline r
fileExtensions r R RData rds rda
visualParadigm false
clocExtensions expr-dist R r rd rprofile rsx
fileType text
wordRank 179
documentation https://devdocs.io/r/
emailList https://www.r-project.org/mail.html
faq https://cran.r-project.org/doc/FAQ/R-FAQ.html
antlr https://github.com/antlr/grammars-v4/tree/master/r
monaco r
codeMirror r
rosettaCode http://www.rosettacode.org/wiki/Category:R
quineRelay R
packageRepository https://cran.r-project.org/
packageRepository http://bioconductor.org/
ubuntuPackage r-base
country United States
originCommunity University of Auckland
projectEuler R
memberCount
2019 1115
2022 1329
helloWorldCollection R
# Hello World in R
cat("Hello world\n")
rijuRepl https://riju.codes/r
example
print("Hello, world!")
subreddit https://reddit.com/r/Rlanguage
memberCount
2017 12731
2022 29980
twitter https://twitter.com/_r_foundation
leachim6 R
filepath r/R.R
fileExtensions R
example
cat("Hello World")
languageServerProtocolProject https://github.com/REditorSupport/languageserver
writtenIn r
meetup https://www.meetup.com/topics/r-programming-language
memberCount 26230
groupCount 84
keywords if else repeat while function for in next break TRUE FALSE NULL Inf NaN NA NA_integer_ NA_real_ NA_complex_ NA_character_ ...
lineCommentToken #
printToken print
assignmentToken =
stringToken "
booleanTokens TRUE FALSE
hasStrings true
"hello world"
hasBitWiseOperators true
! x
x & y
x && y
x | y
x || y
xor(x, y)
hasComments true
# A comment
hasMultiLineComments false
hasImports true
source("filename.r")
hasLazyEvaluation true
hasOperatorOverloading true
hasPipes true
# R has pipes via a library like dplyr
starwars %>% filter(species == "Droid")
hasZeroBasedNumbering false
hasLineComments true
# A comment
hasPrintDebugging true
hasSemanticIndentation false
hasCaseInsensitiveIdentifiers false
hasAssignment true
hasBooleans true
hasWhileLoops true
hasFunctions true
hasConditionals true
jupyterKernel http://irkernel.github.io/
wikipedia https://en.wikipedia.org/wiki/R_(programming_language)
example
install.packages("caTools") # install external package
library(caTools) # external package providing write.gif function
jet.colors <- colorRampPalette(c("#00007F", "blue", "#007FFF", "cyan", "#7FFF7F",
"yellow", "#FF7F00", "red", "#7F0000"))
dx <- 400 # define width
dy <- 400 # define height
C <- complex( real=rep(seq(-2.2, 1.0, length.out=dx), each=dy ),
imag=rep(seq(-1.2, 1.2, length.out=dy), dx ) )
C <- matrix(C,dy,dx) # reshape as square matrix of complex numbers
Z <- 0 # initialize Z to zero
X <- array(0, c(dy,dx,20)) # initialize output 3D array
for (k in 1:20) { # loop with 20 iterations
Z <- Z^2+C # the central difference equation
X[,,k] <- exp(-abs(Z)) # capture results
}
write.gif(X, "Mandelbrot.gif", col=jet.colors, delay=100)
related common-lisp s scheme julia c fortran java python latex apl matlab octave knitr sweave utf-8 rstudio-editor eclipse-editor emacs-editor lyx-editor perl ruby f-sharp spss stata mathematica
summary R is an open source programming language and software environment for statistical computing and graphics that is supported by the R Foundation for Statistical Computing. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. Polls, surveys of data miners, and studies of scholarly literature databases show that R's popularity has increased substantially in recent years. R is a GNU package. The source code for the R software environment is written primarily in C, Fortran, and R. R is freely available under the GNU General Public License, and pre-compiled binary versions are provided for various operating systems. While R has a command line interface, there are several graphical front-ends available.
pageId 376707
dailyPageViews 3651
created 2003
backlinksCount 1479
revisionCount 2219
appeared 1993
fileExtensions r R RData rds rda
hopl https://hopl.info/showlanguage.prx?exp=2426
tiobe R
currentRank 11
pypl R
domainName r-project.org
registered 1999
awisRank
2022 6182
2017 6883
githubBigQuery R
repos 29347
users 20273
linguistGrammarRepo https://github.com/textmate/r.tmbundle
firstCommit 2005
lastCommit 2016
committerCount 13
commitCount 226
sampleCount 7
example
hello <- function() {
print("hello, world!")
}
hello()
isbndb 40
year|publisher|title|authors|isbn13
2009|Oxford University Press|Building Bioinformatics Solutions: with Perl, R and MySQL|Bessant, Conrad and Shadforth, Ian and Oakley, Darren|9780199230235
2014|Chapman and Hall/CRC|Introduction to Scientific Programming and Simulation Using R (Chapman & Hall/CRC The R Series)|Jones, Owen and Maillardet, Robert and Robinson, Andrew|9781466569997
2013|Wiley|Data Mining and Business Analytics with R|Ledolter, Johannes|9781118447147
2009|Springer Verlag|Introducing Monte Carlo Methods with R (Use R!)|Christian P. Robert and George Casella|9781441915757
2008|Springer|Software for Data Analysis: Programming with R (Statistics and Computing)|John M. Chambers|9780387759357
2020|Chapman and Hall/CRC|Interactive Web-Based Data Visualization with R, plotly, and shiny (Chapman & Hall/CRC The R Series)|Sievert, Carson|9781138331457
2008|Springer|Data Manipulation with R (Use R!)|Spector, Phil|9780387747309
2020|O'Reilly Media|Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python|Bruce, Peter and Bruce, Andrew and Gedeck, Peter|9781492072942
2007|Cambridge University Press|A First Course in Statistical Programming with R|Braun, W. John|9780521694247
2008|Chapman and Hall/CRC|R Programming for Bioinformatics (Chapman & Hall/CRC Computer Science & Data Analysis)|Gentleman, Robert|9781420063677
2013|Packt Publishing|Web Application Development with R Using Shiny|Beeley, Chris|9781783284474
2009|Chapman and Hall/CRC|Introduction to Scientific Programming and Simulation Using R (Chapman & Hall/CRC The R Series)|Jones, Owen and Maillardet, Robert and Robinson, Andrew|9781420068726
2004|Chapman and Hall/CRC|Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)|Faraway, Julian J.|9781584884255
2015|O'Reilly Media|R Packages: Organize, Test, Document, and Share Your Code|Wickham, Hadley|9781491910597
2016|CRC Press|R for Programmers: Mastering the Tools|Zhang, Dan|9781498736817
2015|Packt Publishing|Building a Recommendation System with R|Gorakala, Suresh K. and Usuelli, Michele|9781783554492
2020|CRC Press|Mathematics and Programming for Machine Learning with R|Claster, William|9780367507855
2016|Packt Publishing|RStudio for R Statistical Computing Cookbook|Cirillo, Andrea|9781784391034
2016|Routledge|Quantitative Corpus Linguistics with R|Gries, Stefan Th.|9781138816282
2017|Apress|Functional Data Structures in R: Advanced Statistical Programming in R|Mailund, Thomas|9781484231432
2005|Springer|Analysis of Integrated and Cointegrated Time Series with R (Use R)|Pfaff, Bernhard|9780387279596
2020||Visual Linguistics With R|Christoph Rühlemann|9789027207104
2017|O'Reilly Media|Efficient R Programming: A Practical Guide to Smarter Programming|Gillespie, Colin and Lovelace, Robin|9781491950784
2010|Packt Publishing|Statistical Analysis with R|M. Quick, John|9781849512084
2016|Packt Publishing|Big Data Analytics with R: Leverage R Programming to uncover hidden patterns in your Big Data|Walkowiak, Simon|9781786466457
2011|O'Reilly Media|Getting Started with RStudio: An Integrated Development Environment for R|Verzani, John|9781449309039
2019|Manning Publications|Practical Data Science with R|Nina Zumel and John Mount|9781617295874
2007|Cambridge University Press|A First Course in Statistical Programming with R|Braun, W. John and Murdoch, Duncan J.|9780521872652
2015|SAGE Publications Ltd|An Introduction to R for Spatial Analysis and Mapping|Brunsdon, Chris and Comber, Lex|9781446272947
2014|Packt Publishing|R Machine Learning Essentials|Usuelli, Michele|9781783987740
2016|Packt Publishing|R Data Structures and Algorithms|Prakash, Dr. PKS and Rao, Achyutuni Sri Krishna|9781786465153
2019|Packt Publishing|R Machine Learning Projects: Implement supervised, unsupervised, and reinforcement learning techniques using R 3.5|Chinnamgari, Dr. Sunil Kumar|9781789807943
2018|Apress|Machine Learning Using R: With Time Series and Industry-Based Use Cases in R|Ramasubramanian, Karthik and Singh, Abhishek|9781484242148
2017|Springer|Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R|Heumann, Christian and Schomaker, Michael and Shalabh|9783319461625
2012|Wiley|The Essential R Reference|Gardener, Mark|9781118391419
2014|Apress|Using R for Statistics|Baldock, Sarah|9781484201398
20161212|O'Reilly Media, Inc.|R for Data Science|Hadley Wickham; Garrett Grolemund|9781491910344
2018|Manning Publications|Beyond Spreadsheets with R: A beginner's guide to R and RStudio|Carroll, Dr Jonathan|9781617294594
2020|Apress|Advanced R 4 Data Programming and the Cloud: Using PostgreSQL, AWS, and Shiny|Wiley, Matt and Wiley, Joshua F.|9781484259726
2014|Springer|Beginning Data Science with R|Pathak, Manas A.|9783319120652
githubLanguage R
fileExtensions r rd rsx
trendingProjects
author name avatar url language languageColor stars forks currentPeriodStars description
rstudio bookdown https://github.com/rstudio.png https://github.com/rstudio/bookdown R #198CE7 1586 711 44 "Authoring Books and Technical Documents with R Markdown"
hadley r4ds https://github.com/hadley.png https://github.com/hadley/r4ds R #198CE7 2051 2560 44 "R for data science: a book"
rfordatascience tidytuesday https://github.com/rfordatascience.png https://github.com/rfordatascience/tidytuesday R #198CE7 1062 490 94 "Official repo for the #tidytuesday project"
rstudio shiny https://github.com/rstudio.png https://github.com/rstudio/shiny R #198CE7 3527 1528 46 "Easy interactive web applications with R"
rstudio rmarkdown https://github.com/rstudio.png https://github.com/rstudio/rmarkdown R #198CE7 1596 676 29 "Dynamic Documents for R"
swirldev swirl_courses https://github.com/swirldev.png https://github.com/swirldev/swirl_courses R #198CE7 3009 6259 30 "🎓 A collection of interactive courses for the swirl R package."
griffithlab rnaseq_tutorial https://github.com/griffithlab.png https://github.com/griffithlab/rnaseq_tutorial R #198CE7 767 417 30 "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."
satijalab seurat https://github.com/satijalab.png https://github.com/satijalab/seurat R #198CE7 540 326 25 "R toolkit for single cell genomics"
trendingProjectsCount 9
type programming
filenames .Rprofile expr-dist
interpreters Rscript
aceMode r
codemirrorMode r
codemirrorMimeType text/x-rsrc
tmScope source.r
aliases R or Rscript or splus
repos 689533
indeedJobs r data scientist
2017 3912
linkedInSkill r
2018 1026107
stackOverflowSurvey
2021
users 4185
medianSalary 59454
fans 4015
percentageUsing 0.05
semanticScholar 9
year|title|doi|citations|influentialCitations|authors|paperId
2017|brms: An R Package for Bayesian Multilevel Models Using Stan|10.18637/JSS.V080.I01|3062|267|P. Bürkner|4bf0e9786d6638dc7d4b1fc929def68da9003c4e
2017|Advanced Bayesian Multilevel Modeling with the R Package brms|10.32614/RJ-2018-017|928|89|P. Bürkner|232a4da46a5f77ff1fc725fd06a4967a57c3b651
2006|Support Vector Machines in R|10.18637/JSS.V015.I09|555|32|Alexandros Karatzoglou and David Meyer and K. Hornik|1c0020ad0f0a6c7bed9fc395b292d9007e17d72f
2010|EBImage—an R package for image processing with applications to cellular phenotypes|10.1093/bioinformatics/btq046|507|26|Grégoire Pau and Florian Fuchs and O. Sklyar and M. Boutros and W. Huber|c7ba786c84c9c5161604e021551a23f098028eba
2012|Evaluating the Design of the R Language - Objects and Functions for Data Analysis|10.1007/978-3-642-31057-7_6|125|4|Floréal Morandat and B. Hill and Leo Osvald and J. Vitek|85dbdb61a133eecbde3cf635de9c84eaecf249fa
2019|formr: A study framework allowing for automated feedback generation and complex longitudinal experience-sampling studies using R|10.3758/s13428-019-01236-y|98|3|Ruben C. Arslan and Matthias Walther and Cyril S. Tata|220ea16cf578f440570b383dfbea6b4b24a5a6bd
2016|Optimizing R language execution via aggressive speculation|10.1145/2989225.2989236|29|0|Lukas Stadler and Adam Welc and Christian Humer and Mick J. Jordan|c17ac40f0fb475c810c70a52b3dd6535454eabf4
2012|Tight Coupling of R and Distributed Linear Algebra for High-Level Programming with Big Data|10.1109/SC.Companion.2012.113|13|0|D. Schmidt and G. Ostrouchov and Wei-Chen Chen and Pragneshkumar B. Patel|bcc6a968df0d63be5bd21044a81c956377796d81
2012|The Functional Programming Language R and the Paradigm of Dynamic Scientific Programming - (Position Paper)|10.1007/978-3-642-40447-4_12|5|0|B. T. Widemann and Carl Friedrich Bolz-Tereick and C. Grelck|134c0c03c08b6496c7c6075a4366a96c4708ece1