RStudio Alternatives

RStudio is described as 'Integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R' and is a very popular app in the development category. There are more than 50 alternatives to RStudio for a variety of platforms, including Windows, Mac, Linux, Web-based and Self-Hosted apps. The best RStudio alternative is Microsoft Visual Studio. It's not free, so if you're looking for a free alternative, you could try Jupyter or RKWard. Other great apps like RStudio are Spyder, JASP, PSPP and Wolfram Language.

RStudio iconRStudio
  129
  • IDE
  • FreeOpen Source
  • ...

RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful...

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RStudio alternatives page was last updated Jun 21, 2023
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  1. Copy a direct link to this comment to your clipboard

    Microsoft Visual Studio is an integrated development environment (IDE) for building diverse digital solutions. It supports over 36 programming languages, includes a code editor with IntelliSense, a debugger, and designers for GUI, web, and databases. The Community edition is free and integrates with GitHub Copilot.

    104 Microsoft Visual Studio alternatives

    License model

    • Free PersonalProprietary

    Application types

    Country of Origin

    • US flagUnited States

    Platforms

    • Windows
    • Online
    • .NET Framework

    Top Microsoft Visual Studio Features

    1.  Code Completion
    2.  Embedded debugger
    3.  NET Support
    4.  Nuget
    5.  VB.NET support
    6.  NET Framework
    7.  Syntax Highlighting
    8.  Extensible by Plugins/Extensions
    9.  Ad-free
    10.  Autocompletion
    11.  Works Offline
    12.  No registration required

    Microsoft Visual Studio VS RStudio

     
    Comments about Microsoft Visual Studio as an Alternative to RStudio
    Tarek Hasan
    Negative Nov 26, 2020
    2

    r studio is a statistical software and visual studio is a computer programming ide

    axcqhsbsadoukciozt
    Negative Apr 30, 2022
    0

    It is not an alternative to RStudio

    RStudio Icon
    Microsoft Visual Studio icon
    • This alternative is disputed. Microsoft Visual Studio is a legitimate RStudio alternative, but it might have issues that some users think are important.

    • Microsoft Visual Studio is the most popular Web-based & Windows alternative to RStudio.

    • Microsoft Visual Studio is the most popular free alternative to RStudio.

    • Microsoft Visual Studio is Free Personal and ProprietaryRStudio is Free and Open Source
  2. Jupyter icon
     87 likes
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    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...

    52 Jupyter alternatives

    License model

    • FreeOpen Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Cloudron

    Jupyter Features

    1.  Interactive Visualization
    2.  Browser-based
    3.  Multiple languages
    4.  Literate programming
    5.  Ad-free
    6.  Server-side

    Jupyter VS RStudio

     
    Comments about Jupyter as an Alternative to RStudio
    Guest
    Negative Nov 15, 2017
    20

    Jupyter is a notebook while Rstudio is an IDE

    RStudio Icon
    Jupyter icon
    • Most users think Jupyter is a great RStudio alternative.

    • Jupyter is the most popular Mac & Linux alternative to RStudio.

    • Jupyter is the most popular Open Source alternative to RStudio.

    • Jupyter is Free and Open SourceRStudio is also Free and Open Source
  3. RKWard icon
     17 likes
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    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...

    License model

    • FreeOpen Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux

    RKWard Features

    1.  Data science

    RKWard VS RStudio

     
    Comments about RKWard as an Alternative to RStudio
    Mehrad Mahmoudian
    Positive Jul 4, 2019
    5

    RKWard is the closest alternative to Rstudio. It is an ODE specifically designed to work with R. It has almost all features of Rstudio. If you come from Rstudio it might take few days to get used to the layout and shortcuts (this applies to any migration in software world). to be brief, it does the job and it does it good.

    axcqhsbsadoukciozt
    Positive Apr 30, 2022
    0

    Similar, good integration with KDE and more lightweight.

    RStudio Icon
    RKWard icon
    • Most users think RKWard is a great RStudio alternative.

    • RKWard is Free and Open SourceRStudio is also Free and Open Source
  4. Spyder icon
     64 likes
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    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.

    46 Spyder alternatives

    License model

    • FreeOpen Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Python
    • Flatpak

    Properties

    1.  Privacy focused

    Features

    1.  Works Offline
    2.  Dark Mode
    3.  No registration required
    4.  No Tracking
    5.  Full-Text Search
    6.  Ad-free
    7.  Syntax Highlighting
    8.  Supports Python
    9.  Python IDE
    10.  Debugging
    11.  Built-in terminal emulation
    12.  Static Code Analysis

    Spyder VS RStudio

     
    Comments about Spyder as an Alternative to RStudio
    Most Recent Comment
    Guest
    Negative Feb 7, 2016
    18

    Spyder is an IDE for Python, not R. Just because the Python language can be used for mathematics doesn't make this an alternative. Someone looking for alternatives to RStudio rather than R itself is going to be looking for R-based IDEs, not another language.

    Guest
    Negative Jan 18, 2016
    8

    Spyder appears not to be an R IDE

    Guest
    Negative Jul 8, 2017
    6

    Different programming languages.

    RStudio Icon
    Spyder icon
    • This alternative is disputed. Spyder is a legitimate RStudio alternative, but it might have issues that some users think are important.

    • Spyder is Free and Open SourceRStudio is also Free and Open Source
    • Spyder is Privacy focusedRStudio is not according to our users
  5. JASP icon
     30 likes
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    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.

    26 JASP alternatives

    License model

    • FreeOpen Source

    Country of Origin

    • NL flagNetherlands
    • European Union flagEU

    Platforms

    • Mac
    • Windows
    • Linux

    Properties

    1.  Lightweight
    2.  Educational

    Features

    1.  Bayesian Analysis
    2.  No Coding Required
    3.  Parametric and NonParametric
    4.  Root required
    5.  Portable
    6.  Ad-free
    7.  Command line interface

    JASP VS RStudio

     
  6. PSPP icon
     46 likes
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    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.

    37 PSPP alternatives

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux

    Properties

    1.  Lightweight

    Features

    1.  Ad-free
    2.  Portable
    3.  No registration required
    4.  Graphs

    PSPP VS RStudio

     
    Comments about PSPP as an Alternative to RStudio
    Most Recent Comment
    Guest
    Negative Apr 27, 2017
    6

    PSPP is a GUI for a SPSS like language, it does not R and it is not focused on source code editing.

    Guest
    Negative Jan 18, 2016
    2

    PSPP appears not to be an IDE for R

    Guest
    Negative Jan 24, 2017
    1

    RStudio is an IDE for data exploration, analysis and visualization in R. PSPP is more like a combination of R and RStudio.

    RStudio Icon
    PSPP icon
    • This alternative is disputed. PSPP is a legitimate RStudio alternative, but it might have issues that some users think are important.

    • PSPP is Free and Open SourceRStudio is also Free and Open Source
    • PSPP is LightweightRStudio is not according to our users
  7. Copy a direct link to this comment to your clipboard

    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...

    License model

    • FreeProprietary

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • BSD
    • openSUSE
    • FreeBSD
    • OpenSolaris
    • NetBSD
    • OpenBSD

    Wolfram Language Features

    1.  Support for scripting
    2.  Ad-free
    3.  Data visualization
    4.  Data analytics
    5.  Symbolic Computation

    Wolfram Language VS RStudio

     
  8. Livebook icon
     4 likes
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    Livebook is a web application for writing interactive and collaborative code notebooks. Code notebooks with Markdown support and Code cells where Elixir code is evaluated on demand.

    License model

    • FreeOpen Source

    Country of Origin

    • BR flagBrazil

    Platforms

    • Mac
    • Windows
    • Self-Hosted

    Livebook Features

    1.  Charts

    Livebook VS RStudio

     
    • Livebook is the most popular Self-Hosted alternative to RStudio.

    • Livebook is Free and Open SourceRStudio is also Free and Open Source
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    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.

    64 IBM SPSS Statistics alternatives

    License model

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux

    IBM SPSS Statistics Features

    1. Microsoft Excel icon  Import From Excel
    2.  Quantitative data analysis
    3.  Statistics and Reports

    IBM SPSS Statistics VS RStudio

     
    • IBM SPSS Statistics is the most popular commercial alternative to RStudio.

    • IBM SPSS Statistics is Paid and ProprietaryRStudio is Free and Open Source
  10. Stata icon
     8 likes
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    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.

    40 Stata alternatives

    License model

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux

    Stata Features

    1.  Data-management

    Stata VS RStudio

     
  11. Minitab icon
     14 likes
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    Minitab is a comprehensive statistical software package designed for analyzing data in Lean Six Sigma and statistics education, offering tools for quality and process improvement, making it ideal for various educational and professional uses.

    56 Minitab alternatives

    License model

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Windows

    Minitab Features

    1.  No Coding Required

    Minitab VS RStudio

     
  12. KNIME icon
     31 likes
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    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...

    26 KNIME alternatives

    License model

    • FreeOpen Source

    Country of Origin

    • CH flagSwitzerland

    Platforms

    • Mac
    • Windows
    • Linux

    KNIME Features

    1.  Extensible by Plugins/Extensions
    2.  Drag and Drop
    3.  Neural network
    4.  Data Mining

    KNIME VS RStudio

     
12 of 56 RStudio alternatives