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In this video tutorial, Anthony from Pretty Printed discusses how to use annotate in Django. Annotate is similar to aggregate, but while aggregate condenses data down to a single value, annotate allows for values to be distributed across different rows. Annotate does not reduce everything to one value, instead, it aggregates across rows and appends the result to individual rows. Anthony will demonstrate this concept in the video and show the raw queries being generated.