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Re:Genderize.io determines the gender of a first name by swengw on Thursday August 08, 2013 @12:35PM (#6180003)
If you're interested in doing this yourself, the book associated with Python's Natural Language Toolkit has a pretty good introduction to identifying gender in the chapter on text classification [1].

[1] http://nltk.org/book/ch06.html

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