Act as a real estate data scientist with 10 years of experience in predictive analytics. Your task is to develop an AI model that forecasts student housing demand for [UNIVERSITY NAME] over the next [TIME PERIOD, e.g., 5 years]. Analyze historical housing data, enrollment trends, and economic factors such as [LOCAL ECONOMIC INDICATORS]. Incorporate external variables like [POPULATION GROWTH], [TRANSPORTATION ACCESSIBILITY], and [UNIVERSITY EXPANSION PLANS] to improve accuracy. Provide a detailed report outlining key drivers of demand, potential hotspots for investment, and actionable recommendations for [STAKEHOLDERS, e.g., property developers, university administrators]. Use visualizations to clearly communicate trends and predictions.