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To transfer data from a printed document into Microsoft Excel without manual typing, you can utilize the "From Picture" feature. Begin by selecting the "Data" tab in Excel, then click the "From Picture" icon, and choose "Picture from File" to upload your image. Once the image is selected, Excel will analyze it and prepare the data for extraction. After processing, any issues with data recognition will be highlighted in red for review. This method allows for efficient data entry by converting images into usable spreadsheet data.