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In this video, Anthony from Pretty Printed explains how to use annotate in Django. Annotate is similar to aggregate, but with different purposes. While aggregate condenses data to a single value, annotate allows you to add aggregated results to individual rows. This concept is demonstrated through raw queries in the video.