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I want to train a classifier with given names or surnames of different ethnic groups available in USA. I want to know if there are any open databases available or suggestions how we can create the database.
Voter rolls would be a fantastic place to look, the North Carolina State Board of Elections & Ethics Enforcement provides this data:
The North Carolina database includes race, ethnicity, and gender. It would be a good place for your classifier to train.
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