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Demonstration build on a synthetic dataset for the 23 assembly constituencies (15 Zones) inside Greater Chennai Corporation limits. Constituency, zone, department and area names are real; complaint figures, response/resolution stats and card metrics are illustrative except where aggregated from the real GCC grievance export.

publyq · heard → tracked → resolved