Chronic Complaint Hitlist

Calgary 311 service requests cluster spatially around problem addresses — abandoned encampments, chronic graffiti, untended weeds, recurring snow / ice complaints, dumped material on public property. When 3+ requests of these "property-management pain" categories pile up within 100m of a commercial business in the last 90 days, that business is statistically likely to be: - A property the manager has been trying (and failing) to maintain - A property the manager is actively shopping vendors for - An address losing tenants because of recurring complaints The hitlist pairs each chronic-complaint hotspot with the licensed commercial businesses within 100m, plus a breakdown of which 311 categories make up the cluster.

- Property managers — the chronic addresses on their portfolios are tenant-retention problems they need solved - Snow + ice removal contractors (Bylaw Snow/Ice category clusters) - Landscape contractors (Long Grass / Weeds category) - Graffiti removal specialists (Corporate Graffiti category) - Cleanup / disposal vendors (Material on Public Property) - Security companies (Encampment Concerns) - Pest control (when categories include vector concerns)