In the summer of 2016, the City of Cincinnati experienced a unprecedented spike in heroin overdoses. In response to this epidemic, the City of Cincinnati began analyzing emergency medical services (EMS) response data to identify trends and geographic "hotspots," helping public safety identify key areas for strategically deploying personnel and medical resources.