Harnessing the abundance of data available online requires effective tools. Web scraping emerges as a robust method for gathering this valuable information. By programmatically the process of extracting data from websites, we can {unlockknowledge that would be time-consuming to obtain manually. Web scrapers act as virtual spiders, traversing the