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In this tutorial, Anthony from Pretty Printed discusses how to use annotate in Django. Annotate is similar to aggregate but serves a different purpose. While aggregate condenses data to a single value, annotate aggregates across rows and appends the result to individual rows. This allows for the same results as without annotate but with additional information. Anthony will demonstrate this concept with raw queries in the video.