The World Wide Web is a vast and ever-expanding repository of information, offering a wealth of insights for those willing to delve into its depths. Web scraping, the automated process of gathering data from websites, has emerged as a powerful tool for analyzing this information and uncovering hidden trends. By leveraging web scraping techniques, b