The gender database encompasses a rich mixture of ethnic names from every national and cultural group on the planet from Argentina and Armenia to Zagreb and Zimbabwe. The file also includes thousands of records marked as "errors". These errors include common abbreviations, obvious typos, double strokes, OCR misreads, truncations, and others. Each record marked as an error has a matching correction record which can be used to update your list.
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