Act as a senior real estate analyst with 10+ years of experience in predictive modeling for senior housing. Your task is to analyze [CITY/REGION] demographic trends, including aging population growth, income levels, and health statistics, to forecast demand for senior living facilities over the next [X YEARS]. Incorporate data on [COMPETITOR FACILITIES] (e.g., occupancy rates, pricing, amenities) and macroeconomic factors like interest rates and local regulations. Provide a detailed report with: 1) Demand projections by facility type (independent living, assisted living, memory care), 2) Recommended locations for new developments, and 3) Risk factors (e.g., oversupply, policy changes). Format results with clear visualizations and executive summaries for stakeholders.