Real Estate Property Value Predictor

Develop a system that can predict the value of a property based on a variety of factors including location, size, condition, and amenities. The system should be able to take in data on the property's characteristics and generate a predicted value based on historical data and market trends. The system should also be able to generate a list of comparable properties in the area that have sold recently and provide an analysis of the property's value compared to these comparable properties. The system should be able to handle a variety of property types including single-family homes, condominiums, and commercial properties. The system should also be able to generate a report that includes the predicted value, comparable properties, and an analysis of the property's value compared to the comparable properties. Please make sure that the system is easy to use and provides accurate predictions. The system should also be able to handle a large volume of data and generate predictions in a reasonable amount of time. Assume that the system will be used by real estate agents to predict the value of properties for their clients and that the system will have access to a large database of historical property sales data.