It may be hard to grasp the variety of opinions on a complex issue. OpMAP helps to make sense of large opinion samples by visualizing them in form of a map. Most people are familiar with geographic maps and even enjoy examining them. OpMAP makes use of the map metaphor to create a highly intuitive visualization that readily unveils the opinion data and its underlying structure.