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In this video, Parker demonstrates how to display the previous twelve months of data in Power BI based on a user-selected date. By default, Power BI filters data to show only the selected date, but Parker shows a workaround. When a specific date is chosen, the graph dynamically updates to display data from that date going back twelve months. If no date is selected, the graph defaults to show data from January 31, 2014, back to January 31, 2013. This approach allows for a more comprehensive view of data over the past year, rather than just focusing on a single date point.