Deducer: R Graphic Interface For Everyone
From the webpage:
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. The goal of the project is two fold.
- Provide an intuitive graphical user interface (GUI) for R, encouraging non-technical users to learn and perform analyses without programming getting in their way.
- Increase the efficiency of expert R users when performing common tasks by replacing hundreds of keystrokes with a few mouse clicks. Also, as much as possible the GUI should not get in their way if they just want to do some programming.
Deducer is designed to be used with the Java based R console JGR, though it supports a number of other R environments (e.g. Windows RGUI and RTerm).
You may also be interested in: How to install R, JGR and Deducer in Ubuntu. If so, add: Solving OpenJDK install errors in Ubuntu.
As you might imagine, data analysis has multiple languages (sound familiar?). Which one you choose is largely a matter of personal preference.