Web Scraping Housing Market Trends in Japan
Japan’s real estate market has undergone significant transformation over the last decade due to urbanization, demographic shifts, and increasing foreign investment in property markets. Cities like Tokyo, Osaka, and Yokohama have seen substantial demand for residential housing, rental apartments, and urban developments. However, understanding these changes requires large-scale data collection from multiple property platforms, listing portals, and real estate marketplaces.