Act as a senior data scientist with 10+ years of experience in real estate analytics. Your task is to develop a machine learning model to predict data center demand in [CITY/REGION] over the next [TIME FRAME, e.g., 5 years]. Incorporate key variables such as [TECH INDUSTRY GROWTH RATE], [COMMERCIAL REAL ESTATE TRENDS], and [ENERGY COST FLUCTUATIONS]. Ensure the model accounts for [UNEXPECTED MARKET SHOCKS] and provides actionable insights for investors and developers. Use [PYTHON/R] for implementation and include visualizations to highlight demand hotspots. Deliver a detailed report with accuracy metrics, feature importance, and scalability recommendations.