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I guess you do not have an X server running. Are you maybe trying to run it inside an ssh connection or not inside a terminal in a graphical environment such as Ubuntu's Unity?

If you want to run rviz locally but visualize data from a robot, just set the variable ROS_MASTER_URI on your pc correctly. Have a look here for more information.