In today's data-driven world, information is abundant. The web serves as a vast reservoir of valuable data, but accessing and exploiting this treasure trove can be a Natural Language Processing (NLP) challenging task. This is where web scraping comes into play, enabling us to efficiently extract structured data from websites and unlock hidden oppor