India\'s real estate market has transformed rapidly over the past decade, driven by digital-first property discovery and data-rich online platforms. Buyers and investors increasingly rely on portals like 99acres, MagicBricks, and Housing.com to evaluate prices, compare localities, and track inventory trends. This shift has created a massive volume of unstructured data that, when analyzed correctly, can unlock powerful forecasting insights.