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In a signed graph, each link is labeled with either a positive or a negativesign. This is particularly appropriate to model polarized systems. Such a graphcan be characterized through the notion of structural balance, which relies onthe partitioning of the graph into internally solidary but mutually hostilesubgroups. In this work, we show that signed graphs can be used to model andunderstand voting behavior. We take advantage of data from the EuropeanParliament to confront two variants of structural balance, and illustrate howtheir use can help better understanding the studied system.

Signed Graph Analysis for the Interpretation of Voting Behavior