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In this tutorial, Anthony from Pretty Printed explains how to use annotate in Django. Annotate is similar to aggregate, but instead of condensing data to a single value, it aggregates across different rows and appends the result to individual rows. This allows you to perform calculations on specific rows without reducing everything to one value. Anthony will demonstrate this concept in the video by showing the raw queries generated.