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In this guide, we will go over all the core concepts of large-scale web scraping and learn everything about it, from challenges to best practices. Large Scale Web Scraping is scraping web pages and extracting data from them. This can be done manually or with automated tools. The extracted data can then be used to build charts and graphs, create reports and perform other analyses on the data.