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The Pythonic Accountant demonstrates a PDF parsing trick in Python. The 12-page PDF file contains vendor names, invoices, and credit notes. Using Python, the tutorial shows how to extract vendor numbers, names, credit notes, and invoice information and export them into a CSV file. The key is to identify when new lines start with a new vendor name and to determine when credit notes or invoices begin. This extracted data can then be viewed in CSV format or opened in an Excel file.