Before analyzing data, ensure it’s been through a process of anonymization, removing or encrypting personal identifiers. Techniques such as k-anonymity, l-diversity, and t-closeness help in protecting personal information. Always verify the efficacy of the anonymization process before proceeding with data analysis.
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