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    Rattle Alternatives

    Rattle is described as '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' and is an app. There are more than 10 alternatives to Rattle for a variety of platforms, including Windows, Linux, Mac, Self-Hosted solutions and Xfce. The best alternative is R (programming language), which is both free and Open Source. Other great apps like Rattle are RStudio, esquisse, RKWard and BlueSky Statistics.

    Rattle is mainly a Statistical Analyzer but alternatives to it may also be Programming Languages. Filter by these if you want a narrower list of alternatives or looking for a specific functionality of Rattle.
    This page was last updated Jan 27, 2021
    Rattle
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    • FreeOpen Source
    • Mac
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    Rattle is a GUI for data mining using R. All interactions through the graphical user interface are captured as R script. It...
    Learn more about Rattle

    1. R is a free software environment for statistical computing and graphics.
    2. RStudio™ is an 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.


      • FreeOpen Source
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      RStudio add-in to make plots with ggplot2. Contribute to dreamRs/esquisse development by creating an account on GitHub. Exports R code.
    3. 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.
      • FreemiumOpen Source
      • Windows
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      BlueSky Statistics is a fully featured statistics application and development framework built on the open source R project.


      • Online
      • Self-Hosted
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      DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today.
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      • FreeOpen Source
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      • Xfce
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      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.
      • FreeOpen Source
      • Mac
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      • Self-Hosted
      • R (programming language)
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      The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.
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      • FreeOpen Source
      • Windows
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      • Online
      • Self-Hosted
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      ggraptR is an open source R package providing a GUI for visualization. It is based on principles of visualization analysis by Tamara Munzner, and also acts as a wrapper for functionality implemented in the grammar of graphics for R, ggplot2.
      • FreeProprietary
      • Mac
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      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.
    Showing 10 of 12 alternatives