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Community detection in math departments

This repository contains python scripts for detecting community structure in graphs from math publication data. This uses the communities library. The data used is from a previous project as part of the Illinois Geometry Lab.

The folders data/citations and data/papers contain all data.

process_data has scripts which extract similarity matrices from the publication data.

community-detection/community-detect-anim.py creates viz_graph.png and also prints a list of communities detected based on data for common references using the Louvain method.

viz_graph.png