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In this episode of The Pythonic Accountants, the tutorial focuses on extracting data from PDF files, specifically a sample invoice and vendor list. The presenter uses starter code from a previous video on PDF data extraction, which included downloading a PDF file and extracting basic information. The tutorial demonstrates how to replace the URL to download a new PDF file, allowing access to the text on page fifteen of the document. Thus, the session aims to showcase the process of retrieving valuable data from a single page of a larger PDF file.