Looking for an name/gender dataset. From first name I need to infere whether it is a male or female. There are many online service, like this, or this. I need JSON or XML, to store it locally.
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1 Answer
My answers (one & two) on given names and country of origin also has gender guesses.
The file is a little cryptic, but it's the most complete dataset that's openly available.
The best source of international human given (first) names comes from a German computer magazine. The text file has nearly 50k names that are classified by likely gender, and how popular in each country. It's carefully curated and has a friendly license (GNU Free Documentation License).
The file can be downloaded here : ftp://ftp.heise.de/pub/ct/listings/0717-182.zip (name_dict.txt contains the data).
Depending on which programming language you are using, there are libraries either built on this dataset or on others.
See, for example, gender-guesser, a python library (github) based on the above file (formerly called "sex machine").
>>> import gender_guesser.detector as gender
>>> d = gender.Detector()
>>> print(d.get_gender(u"Bob"))
male
>>> print(d.get_gender(u"Sally"))
female
>>> print(d.get_gender(u"Pauley")) # should be androgynous
andy
You can also specify country:
>>> print(d.get_gender(u"Jamie"))
mostly_female
>>> print(d.get_gender(u"Jamie", u'great_britain'))
mostly_male
That codes doesn't give JSON/XML, but it parses the raw .txt file from above into a python object. Probably you can hack detector.py to give you all names as JSON.
This is just one port of the raw data. I'm sure there are others.
