There are several Python libraries and frameworks to extract data from the web. Everyone starts with a particular tool until they realize it might not be the best fit for their next project. Although it’s highly unlikely that you’ll use all the Python tools in a single project, you should know which ones to keep handy in your web scraping toolbox.