R (programming language) AlternativesTop Programming Languages & Statistical Analyzers like R (programming language)

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. Python icon
     1475 likes

    Python is an interpreted, interactive, object-oriented, extensible programming language. It provides an extraordinary combination of clarity and versatility, and is free and comprehensively ported.

    101 Python alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Symbian S60
    • BSD
    • AROS
    • Haiku
    • AmigaOS
    • OpenSolaris
    • MorphOS
    • Linux Mobile
    Good alternative?
     
  2. Julia icon
     69 likes

    Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments. It provides a sophisticated compiler, distributed parallel execution, numerical accuracy, and an...

    55 Julia alternatives

    Cost / License

    • Free
    • Open Source (MIT)

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
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    2
  3. MATLAB icon
     234 likes

    High-level environment supporting numerical computation, visualization, matrix operations, algorithm development, custom interfaces, integration with external languages, symbolic and model-based simulation, and specialized toolboxes for fields like engineering.

    90 MATLAB alternatives

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Android
    • iPhone
    • iPad
    • US flagUnited States
    MATLAB screenshot 1
    Good alternative?
     
  4. GNU Octave icon
     221 likes

    Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB . It is part of the GNU Project. It is free software under the terms of the GNU General Public License.

    68 GNU Octave alternatives

    Cost / License

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Android
    • BSD
    Good alternative?
     
  5. Mathematica icon
     161 likes

    Definitive technical computing system spanning machine learning and neural networks, data science, visualizations and much more.

    77 Mathematica alternatives

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    Good alternative?
     
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    1
  6. SageMath icon
     160 likes

    SageMath is a free open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages: NumPy, SciPy, matplotlib, Sympy, Maxima, GAP, FLINT, R and many more.

    65 SageMath alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    Good alternative?
     
  7. SciPy icon
     98 likes

    SciPy is a collection of mathematical algorithms and convenience functions built on NumPy. It adds significant power to Python by providing the user with high-level commands and classes for manipulating and visualizing data.

    49 SciPy alternatives

    Cost / License

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python
    Good alternative?
     
  8. Scilab icon
     105 likes

    Scilab is free and open source software for numerical computation providing a powerful computing environment for engineering and scientific applications. Scilab includes hundreds of mathematical functions.

    60 Scilab alternatives

    Cost / License

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Flatpak
    Good alternative?
     
  9. PSPP icon
     51 likes

    PSPP is a free software application for analysis of sampled data. It has a graphical user interface and conventional command line interface. It is written in C, uses GNU Scientific Library for its mathematical routines, and plotutils for generating graphs.

    41 PSPP alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
  10. Nim is a statically typed, imperative programming language with a powerful macro system that tries to give the programmer ultimate power without compromises on runtime efficiency.

    97 Nim (programming language) alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    Good alternative?
     
  11. JASP icon
     33 likes

    JASP is a free and open-source graphical program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. It offers standard analysis procedures in both their classical and Bayesian form.

    34 JASP alternatives

    Cost / License

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Chrome OS
    • Flathub
    • NL flagNetherlands
    • European Union flagEU
    JASP screenshot 1
    Good alternative?
     
  12. jamovi icon
     15 likes

    jamovi is a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistics.

    22 jamovi alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Online
    Good alternative?
     
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