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More Perl or More Java for Our Prototyping?
Rather than considering a GUI, you could develop a Perl web app that runs locally on your PC. Start by installing Apache.
CGI::Application describes itself as "a mature, lightweight, flexible MVC framework for web application development". In pratice This tutorial gets you started in about 30-40 lines of code.
Update: fixed GD Graph reference.