R (programming language) Alternatives

R (programming language) is described as 'R is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be consider' and is a very popular programming language in the development category. There are more than 100 alternatives to R (programming language) for a variety of platforms, including Windows, Linux, Mac, Web-based and BSD apps. The best R (programming language) alternative is Python, which is both free and Open Source. Other great apps like R (programming language) are Julia, MATLAB, GNU Octave and Mathematica.

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Alternatives
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Alternatives list

  1. WinBUGS icon
     3 likes

    WinBUGS is statistical software for Bayesian analysis using Markov chain Monte Carlo (MCMC) methods. It is based on the BUGS (Bayesian inference Using Gibbs Sampling). It runs under Microsoft Windows, though it can also be run on Linux using Wine.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Windows
    Good alternative?
     
  2. Deducer icon
     10 likes

    Deducer is designed to be a free easy to use alternative to proprietary data analysis software such as SPSS, JMP, and Minitab. It has a menu system to do common data manipulation and analysis tasks, and an excel-like spreadsheet in which to view and edit data frames.

    33 Deducer alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Xfce
    Good alternative?
     
  3. NumeRe icon
     4 likes

    Open source framework for numerical computations and advanced statistical analysis, featuring nonlinear curve fitting, ODE solving, 1D/2D publication-quality visualization, Fourier and wavelet transforms, intuitive syntax, and namespace-based code organization for research.

    88 NumeRe alternatives

    Cost / License

    Application type

    Platforms

    • Windows
    Good alternative?
     
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  4. PDL ("Perl Data Language") gives standard Perl the ability to compactly store and speedily manipulate the large N-dimensional data arrays which are the bread and butter of scientific computing.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  5. For novice to expert market researchers, Q quickly turns survey data into smart insights, beautiful visualizations and clever reports, using the most advanced analysis techniques. Use menus or code to do the most advanced analyses; while smart systems and automated...

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Windows
    Good alternative?
     
  6. Epi Info icon
     1 like

    Epi Info™ is a public domain suite of interoperable software tools designed for the global community of public health practitioners and researchers. It provides for easy data entry form and database construction, a customized data entry experience, and data analyses with...

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Android
    • iPhone
    • Self-Hosted
    Good alternative?
     
  7.  1 like

    Mplus is a statistical modeling program that provides researchers with a flexible tool to analyze their data. Mplus offers researchers a wide choice of models, estimators, and algorithms in a program that has an easy-to-use interface and graphical displays of data and analysis...

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Windows
    Good alternative?
     
  8. EasyMorph icon
     5 likes

    The task of data transformation is traditionally believed to belong to IT developers while business users are typically left with Excel, or cumbersome Visual Basic and Python scripting. Although there have been attempts to create easy-to-use so-called data preparation utilities...

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    Good alternative?
     
  9. Rattle icon
     3 likes

    Rattle is a GUI for data mining using R. All interactions through the graphical user interface are captured as R script. It presents statistical and visual summaries of data, transforms data, builds machine learning models, and scores new datasets.

    15 Rattle alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  10. Alteryx icon
     4 likes

    Automates every step of analytics, offering drag-and-drop data blending, text mining with OCR and NLP, insights enrichment, and integration with 70+ apps. Connect workflows with RPA and process intelligence systems for deeper insights and process automation breakthroughs.

    57 Alteryx alternatives

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Windows
    • Online
    • Software as a Service (SaaS)
    • US flagUnited States
    Alteryx screenshot 1
    Good alternative?
     
  11. SOFA Statistics icon
     20 likes

    SOFA Statistics is an open-source statistical package, with an emphasis on ease of use, learn as you go, and beautiful output. The name stands for Statistics Open For All. It has a graphical user interface and can connect directly to MySQL, SQLite, MS Access, and MS SQL Server.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  12. SHAZAM is a comprehensive computer program for econometricians, statisticians, biometricians, sociometricians, psychometricians, politicometricians and others who use statistical techniques.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Windows
    Good alternative?
     
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