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Office and Microsoft 365 users can now import data from a PDF to Excel using Power Query, a functionality similar to what has been available in PowerBI Desktop. This feature is useful for importing data tables within PDF documents as Power Query can locate and import them. The text also mentions using Power Query transform tools to clean messy data before loading it. The tutorial demonstrates importing tables from a PDF into Excel using the Data tab on the ribbon. By selecting "Get Data from File" and choosing the PDF file, users can open the Navigator window to view and select tables for import.