In today's online landscape, data drives everything. The web is a vast repository of information, and web scraping offers a powerful method to harness this wealth of knowledge. By programmatically the process of collecting data from websites, we can {uncoverhidden insights, achieve a competitive edge, and make better outcomes. Additionally, web