In today's data-driven world, valuable information is often hidden within the vast expanse of the web. {Web scraping|, a technique that automates the process of extracting this data from websites, emerges as a powerful tool for analysts. By leveraging sophisticated scripts, web scrapers can efficiently gather and structure large amounts of data, re