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In this tutorial by Trump Excel, the presenter demonstrates how to extract data from one table to another using Power Query. The video begins with a dataset containing items such as printer, whiteboard, and others. The goal is to allow users to select an item from a drop-down menu and display the relevant records based on that selection. To achieve this, the presenter creates a list of unique items by going to the data tab, selecting "From Table/Range," removing unnecessary columns, and eliminating duplicates. Finally, the unique list is loaded into a new worksheet, providing a clear and efficient way to manage data extraction.