Okcupid dating persona sonnet

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These questions show us who you are — like your beliefs and interests — and what sort of partner you’re looking for.I limited this analysis to questions that have been answered over 1 million times from 2014 to 2016.This resulted in 626 questions covering a wide range of topics ( (MSAs) gave a particular answer to each question.This data meant I could create a profile for the typical user in each MSA, determining the likelihood that they would give a particular answer to every one of the questions.The factor analysis finds patterns based on which responses tend to co-occur in different cities.We can interpret these patterns to inform personality scales, or traits.For example, when the factor analysis recognized that members who answered , Drugs) rather than a map for each possible response to every question.

Below are the questions that people are least likely to skip—which means these are great to test on a date to see if you’re on the same page.

Social scientists have a long-standing interest in how and why personality differs across geographic regions.

I’m not an expert in this field, but I’m pretty sure it can all be traced back to the Beach Boys’ groundbreaking research on variations in romantic attitudes across the US.

These patterns then help you (in this case, me) summarize what’s happening across this huge set of variables in a more comprehensible, less tedium-filled way.

For this case, our big dataset is the list of how a “typical member” of each MSA responded to each question.

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