AbstractStudies of bloc voting in the United Nations have appeared periodically since the early 1960s. This article examines the evolution of UN voting in its first four decades using multidimensional scaling, which is compared to factor analysis and found to be superior for representation and interpretation. UN voting is important for showing how world politics is reflected in that body, hence the frequent use of UN votes as a dependent variable in the analysis of foreign policy behaviour.