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In this tutorial, we learn how to convert dates stored as text back into dates using Power Query. The data has dates in different text formats in column A, which need to be converted to real dates in column B. Using Power Query, we can easily define the data column as a date by selecting the column and clicking the icon. This process will convert the text into real dates, even if they were originally input as text. The key is to define the data column correctly to handle dates stored as text in different formats.