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The factor analysis finds patterns based on which responses tend to co-occur in different cities. To determine the traits that the responses may signify, we looked at the answers with the largest positive or negative point values, and figured out what word or concept best described the pattern we saw. Brown eyed suzy bell sucks huge cock - duration 8:00.
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Social scientists have a long-standing interest in. McCoy-like — yes, data scientists rely on Star Trek to explain emotions. But hey, science is confusing. And how did I determine that you have low sex drive or are super judgmental? 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 e. I then counted how often members in 945 Census-defined Metropolitan Statistical Areas 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. Instead of making thousands of maps to show how frequently different MSAs gave every answer to each of the 626 questions, I used a statistical method called factor analysis to find patterns in how questions were answered. Factor analysis takes a dataset with a huge number of variables and automatically looks for patterns. 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. So thanks to the factor analysis, we only need to make a map showing how strongly each region expressed a particular personality scale i. After running the analysis, we get a set of personality traits that describe how the residents of US cities differ from one another. To determine the traits that the responses may signify, we looked at the answers with the largest positive or negative point values, and figured out what word or concept best described the pattern we saw. The factor analysis found that U. These scales are ordered so that the first one explains the biggest differences between cities, and the second describes a little less, and so on and so on. But again, some findings are a bit more surprising. Now more than ever,. It was the trait that revealed the biggest differences between cities. From this, I was able to create two maps that show the most liberal purple and conservative orange metro regions in the US. The results are not particularly surprising; small college towns top the list as the most liberal. The regional map should look familiar to those of you who cannot despite your best efforts repress memory of the 2016 election. Looking over the answers, you develop a sense of the types of people who would exhibit leanings at either end of the spectrum, but coming up with a word for this scale is a bit more challenging. Places at one end of the scale have a larger proportion of residents with passports and are looking for a well-educated, career-motivated partner to start a family with. However, not all of the liberal places are filled with yuppies — specifically, the Pacific Northwest and Upper Midwest have more blue-collar liberals. At one end of the scale are places where people spend Sunday mornings going to boozy brunches; at the other end are places where people spend Sunday morning in church. Places where people go to a boozy brunch after church are a little less clear. Openness increase dramatically as you move from east to west. Regions that score high on cleanliness have people that have clean bodies and clean homes, and demand the same of their partners. Comparing the places that scored high on cleanliness vs. Additionally, the most judgmental regions are not the more or regions. The judgy-est region is the Mid-Atlantic, thanks in large part to Pennsylvania, where voters repeatedly elected Rick Santorum… Cities at one end of this personality scale are known for drinking and sex. These virginal regions include the aforementioned Bible Belt, as well as the. Even though Salt Lake City scores very low on this trait as residents are generally are anti-partying , people who live there are cool with and pretty. Cities at one end of this scale are filled with nerdy, logical people; cities at the other end have more of the artsy, free-spirit types. You non-nerds can think of this as a. At the other end are cities where residents like danger and sex — sometimes at the same time. However, there are a number of extreme outliers scattered throughout the eastern half of the US with scores that are way higher than their neighbors. Some are infamous party towns like Miami and New Orleans. At one end are cities with a lot of actual grown-ups and adults, and at the end are cities have lots of students and people who would brag about adulting.
