I worked with staff from the Canadian Urban Institute to create energy consumption mapping for Hamilton and St. Catharines to be included in the Ontario energy map. Responsibilities included data mining to compile and make meaningful historical electriciy consumption per postal codes, interpretation of electricity consumption profiles and data provision and interpretation to the CUI.