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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 would filter the graph to show data for just that date, but Parker shows a workaround. When a user selects a date, the graph dynamically updates to display the previous twelve months of data leading up to that selected date. If no date is selected, it defaults to showing data from the most recent month, which is January 31, 2014, back to January 31, 2013. This technique allows for a more comprehensive view of data over the past year rather than focusing on one specific date.