![]() Our objective is to build aggregated customer loyalty data on AWS that provides a daily count of the total number of customers across the different loyalty categories. If a customer chooses to exit the loyalty program, their record is deleted. In these cases, the record corresponding to the customer is updated with the new loyalty category, and the event timestamp is updated to indicate the date and time of this action. Subsequently, based on customer actions and spending history, the loyalty category may be upgraded or downgraded. When a new customer enrolls in the loyalty program, a record is inserted and cust_loyalty_category is set to Basic.
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