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