Before revision:  We investigate if more than 2 parties represent the population better by comparing the Akaike Information Criteria for clustering results of  various number of clusters.
After revision:  We investigate if more than 2 parties represent the population better by comparing the Akaike Information Criteria for clustering results of the various number of clusters.