hyper-local politics
One Map Predicts Hyper-Local Politics Swings
In 2024, a GIS-driven forecast model in Springfield estimated 68% voter turnout in the new commercial corridor, far above the city average. By layering real-time census updates onto precinct boundaries, that single map can signal where the next primary swing will occur. Hyper-Local Politics Meets Neighborhood Demographic Shifts I have