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In this video tutorial, Anthony from Pretty Printed discusses how to use annotate in Django, which is similar to using aggregate. While aggregate condenses all data to a single value, annotate does not reduce everything to one value but aggregates across different rows and appends the result to each individual row. Annotate does not change the results, but it enhances the data by providing additional information. Anthony will demonstrate this concept by showing the raw queries that are generated.