I then developed a profile of the "typical" city for this company: I calculated the average value for each of the 10 variables across the 11 cities. I used this profile to create a lead score for potential future locations. I compared potential locations' demographics against these average values: if a particular location's demographic performed better than the typical city, I would reward that location with one point.
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