R (programming language)

R is a free, open-source programming language and software environment for statistical analysis, data visualization, and scientific computing. It is widely used by statisticians, data miners, data analysts, and data scientists for developing statistical software and data analysis.

R (programming language) alternatives ➤

What is R (programming language)?

R is an open-source programming language and free software environment for statistical computing, bioinformatics, graphics, data science, and general-purpose programming. The R language provides a wide variety of statistical analysis techniques and graphical capabilities which make it a popular choice for data analysis and visualization.

Some key features of R include:

Open-source software under the GNU GPL, with thousands of contributed packages/libraries for specialized analysis accessible from CRAN repositories
A large, active development community constantly adding new capabilities and packages
Powerful data visualization capabilities, both static and interactive graphs, through base R and many visualization packages
Flexibility to program customized data analysis workflows
Interface to other languages like C, C++, Python, and SQL databases
Run on all common operating systems - Windows, Mac, and Linux

R supports techniques like linear and nonlinear modelling, time series analysis, classification, clustering, statistical tests, survival analysis, text mining, network analysis and is highly extensible with over 16,000 packages covering practically any data analysis task. This breadth makes R a leading choice for researchers, data scientists, and analysts across domains like finance, genomics, academia, and the industry.

With a large active community and plenty of learning resources, R allows users to leverage and even contribute new data science techniques efficiently. The main limitation is the steep learning curve for non-programmers. However commercial distributions like RStudio help new users get started with R without getting overwhelmed.

Official Links

Official Website
www.r-project.org

The Best R (programming language) Alternatives

Top Apps like R (programming language)

Python, Minitab, Mathematica, GraphPad Prism, MATLAB, Maple, Scilab, STATISTICA, Stata, Alteryx, GNU Octave, KNIME, NumeRe, Deducer, RKWard, Ascend, jamovi, PSPP, OpenAxiom, Mirai Math, ANKHOR FlowSheet, Montecarlito, jasymca, SOFA Statistics, fxSolver, SymPy, Rattle, LIMDEP, Julia, Easy Data Transform, The R Commander, Number Analytics, EasyMorph, Wizard Pro, gretl, Chemoface, Mplus, Develve, Magma, AdvancedMiner, R AnalyticFlow, Sigma Magic, GMDH Shell, Reshape.XL, Accord.NET Framework, FriCAS, ggraptR, Six Sigma Calculator, Dakota, Cadabra, ScicosLab, Revolution R, SAFE TOOLBOXES, R-Fiddle, Gaio, Easy Chi-Square Calculator, NppToR, MathJournal, nerdamer, grapheme, Q Research Software, Reinteract, Statwing, datamash, DataCracker, Doronix Math Toolbox, QIWare, WinBUGS, StatsDirect, Terrene, Variables, SymbolicC++, Gaio Analytics Platform are some alternatives to R (programming language).

Sugggest an alternative ❐

Python

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Mathematica

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GraphPad Prism

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MATLAB

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Maple

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Scilab

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STATISTICA

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Stata

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Alteryx

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GNU Octave

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KNIME

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NumeRe

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Deducer

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RKWard

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Ascend

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Jamovi

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PSPP

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OpenAxiom

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Mirai Math

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ANKHOR FlowSheet

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Montecarlito

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Jasymca

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SOFA Statistics

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FxSolver

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SymPy

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Rattle

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LIMDEP

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Julia

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Easy Data Transform

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The R Commander

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Gretl

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Chemoface

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Mplus

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Magma

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AdvancedMiner

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R AnalyticFlow

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Sigma Magic

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GMDH Shell

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Reshape.XL

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Accord.NET Framework

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FriCAS

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GgraptR

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Six Sigma Calculator

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Dakota

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Cadabra

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ScicosLab

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Revolution R

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SAFE TOOLBOXES

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R-Fiddle

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Gaio

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Easy Chi-Square Calculator

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NppToR

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MathJournal

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Nerdamer

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Grapheme

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Q Research Software

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Reinteract

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Statwing

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Datamash

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DataCracker

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Doronix Math Toolbox

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QIWare

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WinBUGS

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StatsDirect

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Terrene

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SymbolicC++

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Gaio Analytics Platform

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