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The World Wide Web is a vast and ever-expanding repository of knowledge, 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 patterns. By leveraging web scraping techniques, b