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Abstract
We describe homophily as the tendency of people to connect with others who share similar socio-cultural traits. Homophily affects social networks across industries and communities, and increasing or decreasing the homophily within a network can help us predict the evolution of connections over time. By building a network based on measured characteristics, we will further dissect the impacts of homophily on a model network and explore the implications of these network formations.