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Data aggregation is a process in which data is gathered and represented in a summary form, for purposes including statistical analysis. That would mean using the data after the retention period has been reached. and that does not make sense.
B. De-identification, could be a mean to keep the data under an anonymized format, and so under the condition of the collection it could make sense
C. Deletion, it the most common way to deal with data when they reach the end of their retention period.
D. Retagging, is in fact extending or resetting the retention period. For example because the PII of customers are kept for a defined retention period of 3 years EXCEPT if the customer had interaction if the Data controller during those 3 years, then the data is re-tag and kept.
C is correct. Aggregation is a common backup/retention solution. You can de-identity and you can of course retag so you can know what you can delete or what you should archive. Archive is the next step after retention.
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