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In a knowledge-based economy we have access to unprecedented levels of data from all over the world. Numerous databases are gathering information on a wide range of topics including public safety, resource usage, employment trends, economic growth, and civic engagement, to name a few. When properly analyzed, this data can be used to solve important urban problems before they begin.