hyper-local politics
How One City Leveraged Hyper‑Local Politics GIS Mapping to Reveal 30% Turnout Gaps, Increasing Engagement 42%
By overlaying precinct data, the city uncovered a 30% turnout gap between neighborhoods and then used targeted GIS-driven outreach to lift overall voter engagement by 42%. Hyper-Local Politics: Mapping Turnout Disparities Through GIS When I first sat with the city’s election analysts, we faced a familiar problem: precinct-level reports