Visualizing uncertainty has been subject to some research, though there are no straightforward, set-in-stone recommendations as of this writing. Our take on this is to be visually explicit about uncertainty. You may have only qualitative information and perhaps cannot use a visual variable to represent all the uncertainty information, but in this case you can add a visually explicit symbol intrinsically (in the visualization) to guide the viewer to a legend where you provide the necessary information.