This project compares housing price trends and population dynamics in Tennessee and Ohio, representing the Southeastern and Midwestern United States. It explores affordability and growth potential using predictive modeling (ARIMA), housing price indices (HPI), and county-level visualizations. The research includes: 1. 2D and 3D Choropleth Maps: Visualizations of housing price disparities by county. 2. HPI Trends: Comparative historical and forecasted housing price trends using ARIMA models. 3. Population Trends: Analysis of demographic shifts and population growth predictions. The findings provide valuable insights for young professionals, investors, and policymakers. This research also addresses affordability, growth potential, and housing market dynamics over time.