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In this video, Parker demonstrates how to display the previous twelve months of data based on a single date selection in Power BI. Typically, selecting a date filters the graph to show only that specific date. However, Parker addresses a client request to visualize a full year of data preceding the selected date. For example, selecting August 31, 2012, reveals data from August 31, 2012, back to August 31, 2011. The method allows for dynamic updates as different dates are chosen, and if no date is selected, the visualization defaults to showing data from January 31, 2014, to January 31, 2013. The tutorial introduces a useful trick to achieve this functionality.