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In this episode of "The Pythonic Accountants," the focus is on extracting data from PDF files using a sample invoice from a vendor list. The tutorial begins with starter code from a previous video on basic PDF data extraction. The host replaces the original URL with a new one to download a specific PDF file. After downloading, the file is treated as a local document, allowing access to its contents. The next step involves opening the PDF file to extract data specifically from page fifteen, aiming to extract the rich information presented on that page.