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To convert a PDF bank statement into an Excel table, first click on the "Data" tab. Then, go to "Get Data" and select "From File," followed by "From PDF." Locate and double-click on your PDF file. A window will appear displaying the extracted tables from the PDF. Select "Table 2" and click "Load." This process will extract the PDF bank statement into an Excel table.