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 and Xfce apps. The best Rattle alternative is R (programming language), which is both free and Open Source. Other great apps like Rattle are RStudio, Positron, Minitab and R AnalyticFlow.
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.
Reshape.XL in an Excel add-in for data processing. With this add-in you can clean, complete, reshape, wrangle, summarize, edit, subset, select, format, separate, unite, pivot, unpivot, combine your data that are messy, incomplete, contain many records and variables.
SageBow's autonomous AI agents deploy directly into your Python environment and execute end-to-end tasks.
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