/community-detection-dept

Community detection in math department using publication data

Primary LanguagePython

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