One of my papers just came out in final form. (Also, you can download our data.) It has been available for quite a while in the journal, but we finally have our coordinates (page numbers, etc.). Here are the details.
Title: "Time-Dependent Community Structure in Legislation Cosponsorship Networks in the Congress of the Republic of Peru"
Authors: Sang Hoon Lee, José Manuel Magallanes, and Mason A. Porter
Abstract: We study community structure in time-dependent legislation cosponsorship networks in the Peruvian Congress, and we compare them briefly to legislation cosponsorship networks in the US Senate. To study these legislatures, we employ a multilayer representation of temporal networks in which legislators in each layer are connected to each other with a weight that is based on how many bills they cosponsor. We then use multilayer modularity maximization to detect communities in these networks. From our computations, we are able to capture power shifts in the Peruvian Congress during 2006–2011. For example, we observe the emergence of 'opportunists', who switch from one community to another, as well as cohesive legislative communities whose initial component legislators never change communities. Interestingly, many of the opportunists belong to the group that won the majority in Congress.
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