- Brodgar - commercial software designed for biologists
- rggobi[9], an interface to GGobi for matrices visualization
- Java Gui for R - based on Java
- latticist - A graphical user interface for exploratory visualisation
- playwith - A GTK+ graphical user interface for editing and interacting with R plots
- pmg (Poor Man's GUI) - based on GTK+2
- Rattle[10] (the R Analytical Tool to Learn Easily) - based on GTK+2 (also offers a set of PMML exporters)
- R Commander - based on tcltk (several plug-ins to Rcmdr are also available)
- R Extension for MediaWiki - interactive and collaborative R web interface based on MediaWiki
- RExcel - Using R and Rcmdr from within Microsoft Excel. More information at the rcom project server
- RKWard - based on the KDE libraries
- Sage - web browser interface as well as rpy support
- SciViews-R - based on tcltk2
- SciViews-K - based on Komodo Edit
- Statistical Lab
- nexusBPM - Automation Tool for R, eclipse plug-in to create R process flows and run R in parallel
- StatET - R with Eclipse
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