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That loop is creating a load of empty dictionaries, then your second loop is overwriting those dictionaries with new ones that have your desired data already contained within.

In this blog, I will show you step-by-step of extracting nested JSON data from REST API and loading into Azure Synapse Analytics using Azure Data Factory.