RStudio Alternatives for Linux

There are many alternatives to RStudio for Linux if you are looking for a replacement. The best Linux alternative is Jupyter, which is both free and Open Source. If that doesn't suit you, our users have ranked more than 50 alternatives to RStudio and many of them are available for Linux so hopefully you can find a suitable replacement. Other interesting Linux alternatives to RStudio are Spyder, RKWard, JASP and PSPP.

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Alternatives list

  1. Jupyter icon
     99 likes

    The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, machine learning and much...

    54 Jupyter alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Cloudron
     
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  2. Spyder icon
     72 likes

    Combines advanced editing, analysis, debugging, and profiling functionalities with data exploration, execution, and visualization capabilities. Expandable using its powerful plugin system and API, providing flexibility for custom integrations.

    48 Spyder alternatives

    Cost / License

    • Free
    • Open Source (MIT)

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Python
    • Flatpak
     
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  3. RKWard icon
     17 likes

    RKWard is an easy to use, transparent frontend to the R programming language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic functions. RKWard tries to combine the power of the R-language with the ease of use of commercial statistical...

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
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    2
  4. 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.

    31 JASP alternatives

    Cost / License

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Chrome OS
    • Flathub
     
  5. 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.

    40 PSPP alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
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  6. Wolfram Language is a symbolic language, deliberately designed with the breadth and unity needed to develop powerful programs quickly. By integrating high-level forms—like Image, GeoPolygon or Molecule—along with advanced superfunctions—such as ImageIdentify or...

    117 Wolfram Language alternatives

    Cost / License

    • Free
    • Proprietary (MIT)

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • BSD
    • openSUSE
    • FreeBSD
    • OpenSolaris
    • NetBSD
    • OpenBSD
     
  7. The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications.

    67 IBM SPSS Statistics alternatives

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
  8. Stata icon
     8 likes

    Data Analysis and Statistical Software for Professionals.

    Stata is a complete, integrated statistical package that provides everything you need for data analysis, data management, and graphics. Stata is not sold in pieces, which means you get everything you need in one package.

    43 Stata alternatives

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
  9. KNIME icon
     31 likes

    Knime is a java open-source, cross-platform application which name means "Konstanz Information Miner". It is actually used extensively for data mining, data analysis and optimization. It can be downloaded as the core application itself(Knime Desktop), or the whole SDK...

    28 KNIME alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
  10. Positron icon
     3 likes

    A free, next-generation data science IDE built by Posit PBC. An extensible, polyglot tool for writing code and exploring data. A familiar environment for reproducible authoring and publishing.

    53 Positron alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Mac
    • Linux
     
  11. R AnalyticFlow is a data analysis software that utilizes the R environment for statistical computing. In addition to intuitive user interface, it also provides advanced features for R experts.

    Cost / License

    • Free
    • Proprietary

    Platforms

    • Mac
    • Windows
    • Linux
     
  12. DataSpell icon
     2 likes

    JetBrains DataSpell is an IDE for data science with intelligent Jupyter notebooks, interactive Python scripts, and lots of other built-in tools.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
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