Harnessing the vastness of data available online requires effective tools. Web scraping emerges as a robust method for collecting this valuable information. By mechanically the process of extracting data from websites, we can {unlockknowledge that would be challenging to obtain manually. Data crawlers act as virtual agents, traversing the web an