In a 2000 paper, Latanya Sweeney estimated that 87% of US citizens could be identified using just three pieces of information: their 5-digit zip code, gender, and data of birth.
The removal of names is simply not enough to properly de-identify a person. We'll need to ensure that all personally identifiable information is anonymized in order to remove the risk of re-identification of individuals
https://www.darkreading.com/endpoint/privacy/companies-anonymized-data-may-violate-gdpr-privacy-regs/d/d-id/1335361
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