Christian Rudder Talks "Dataclysm" and OkCupid Analytics
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okcupid i valueFor the OkCupid data, examples include education e. In the Ames data, the type of house and neighborhood are predictors that have no numeric scale. However, while numeric, the ZIP code also qualifies as a qualitative predictor because the numeric values have no continuous meaning. Categorical predictors also can be derived from unstructured or open text. Predictive models that depend on numeric inputs cannot directly handle open text fields.
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In 2009, Rudder started OKTrends, an in-house blog for OKCupid, as a way to attract new members to a site that was nearly out of money. The posts covered such topics as the best camera angle for a profile picture and how people lie on their profiles — the mysteries online daters wonder about. All of a sudden, Rudder, a one-time indie actor and rock star, had transformed himself into a dating laureate for the data age.
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