Masanao Yajima applies principal components analysis to the 2008 Presidential Election Candidates on the Issues data and generates this picture:

Principal components analysis is an atheoretical technique that mines a data set for clusters and other patterns. The picture plots two principal components that emerge from the data. Clearly Ron Paul isn’t much like the others. . . .