In today's data-driven world, understanding trends on platforms like Facebook is crucial for businesses and researchers alike. Facebook, with its vast user base and detailed profiles, offers a treasure trove of information waiting to be mined. This is where data scraping comes into play, enabling the optimized retrieval of valuable Facebook data fo