This document discusses using graph theory to inform placemaking. It provides examples of how networks and connections between different groups can drive innovation and knowledge sharing. Specifically, it discusses how mapping relationships between people and organizations in a community can help create collisions and spillovers that lead to new ideas and startups. It also lists some common network assets that innovation precincts use to facilitate connections like meetups, accelerators, co-working spaces, and bridges to industry, researchers, and other international communities.