Anonymize or De-identify Data When Possible

To reduce ethical concerns, remove personally identifiable information from demographic datasets. Anonymization helps protect individuals’ identities while still allowing for meaningful analysis.

To reduce ethical concerns, remove personally identifiable information from demographic datasets. Anonymization helps protect individuals’ identities while still allowing for meaningful analysis.

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