The document discusses the Web Observatory and data gathering. The Web Observatory is a platform for gathering data from webpages through scraping. It discusses scraping data from webpages, investigating page structure, using APIs if available, and extracting, transforming and loading data into the desired format. Resources for hands-on scraping include codepen.io and github wiki pages.