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It's possible that rqt_plot isn't included in the desktop-full variant for some reason. Have you tried installing it manually?
sudo apt-get install ros-indigo-rqt-plot
If it turns out that it's installable but isn't included in desktop-full, that's probably a bug in the desktop-full variant.