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In this tutorial, Parker demonstrates how to display the previous twelve months of data in Power BI based on a single date selection. This approach addresses a common challenge where Power BI typically filters data to show only the selected date. He showcases a workaround that allows users to select a date while dynamically updating the graph to reflect the past twelve months from that date. If no date is selected, the graph defaults to showing data from January 31, 2014, back to January 31, 2013. The video provides a practical solution for effectively visualizing historical data in Power BI.