Analyze constituent attrition and retention rates

Trigger: A scheduled demographic reporting cycle or a specific request from city leadership regarding population shifts initiates the analysis.

1. Aggregate residency data from municipal databases and census records
2. Identify statistical trends indicating population growth or migration across city districts
3. Analyze feedback and economic indicators to determine drivers for constituent relocation
4. Segment attrition and retention data by demographics and neighborhoods
5. Compile findings into actionable intelligence reports for city planners and council members

Outcome: Leadership receives a comprehensive report detailing demographic trends, out-migration drivers, and retention factors to inform civic policy and urban planning.