Generally, Visualizer is supposed not to replace matplotlib and R, because they clearly are favorite tools in some areas. In other areas Visualizer will provide easy instrumentation of your processes, visualization of problem specific diagrams and provide some means to interact with the client software.

http://sites.google.com/a/iupr.com/alod/protocol/visualizer