Web scraping has become essential tool for harvesting valuable data from the vast expanse of the World Wide Web. By automating the process of pulling information from websites, researchers can exploit hidden trends and manipulate them for a spectrum of applications. From price monitoring and market research to social media trending, web scraping fa