Data de-identification is a necessary exercise healthcare institutions and organizations dealing with personally identifiable information must implement. With the help of data de-identification software, it has become easier to mask personal data that can put an individual at risk. 

De-identifying data makes it easier to share and reuse with third parties for various purposes, including research, census, sampling, etc. It is also necessary under the HIPAA law to mask personally identifying data, and other frameworks including GDPR, CCPA, and CPRA instruct the same. 

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