City of Calgary - Biennial Count of Homeless Persons 2008 Count of Homeless Persons in Calgary – Executive Summary (2008): The findings provide a snapshot of the number of people in Calgary who are likely to be absolutely homelessness on any given night. In 2008, the number was determined to be 4,060.