The use of data-driven methods to examine dynamic spaces, relationships, and mechanisms within an urban environment frames the city as a complex system. This framing in turn casts residents as contributors and actors rather than passive subjects. This project uses narrative interactive visualization to integrate public data with urban planning concepts for communication to and by residents of a city.