Harnessing the mountain of data available online requires effective tools. Web scraping emerges as a efficient method for gathering this valuable information. By programmatically the process of extracting data from websites, we can {unlockinsights that would be laborious to obtain manually. Extraction tools act as virtual agents, traversing the