Act as a data scientist with 5+ years of experience in real estate analytics. Your task is to develop a machine learning model to predict demand for coworking spaces in [CITY/REGION] over the next [TIME FRAME, e.g., 6 months, 1 year]. Use historical data on occupancy rates, pricing trends, and local economic indicators like [EMPLOYMENT RATE] and [BUSINESS GROWTH METRIC]. Incorporate external factors such as [REMOTE WORK TRENDS] or [PUBLIC TRANSPORT ACCESSIBILITY]. Provide a detailed analysis of feature importance, model accuracy metrics (e.g., RMSE, R-squared), and actionable insights for coworking space operators to optimize pricing, marketing, and expansion strategies. Highlight any seasonal patterns or anomalies in the data.