Love in a Hopeless Place: Machine Learning at OkCupid

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Results explored in this document include the demographics of sex, age, income, religiosity, drinking, and ethnicity of OkCupid users and, as a specific analysis, the correlation of drinking habits to religiosity, income, sex and age. The data set consists of user profile data for 59, San Francisco OkCupid users a free online dating website from June The data are describded in the paper: Albert Y. Kim, Adriana Escobedo-Land Journal of Statistics Education, 23 2 , which you can find here. This quick tour first looks at a few individual female – male behavior trends in the first section below , and then focuses on the correlation of drinking habits to some of these trends in the second section. The MHU of the entire data set is a male. He eats mostly anything , drinks socially , but never takes drugs. He speaks only english.