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Again, smoothing shows the sparsely-populated areas to have high rates of gun deaths because those areas have high rates of gun deaths.
Except that they misrepresent the reality by implying that every part of the county shown is highly dangerous. That's a gross distortion of reality. In a sparsely-populated area, almost all the area has a rate of death by firearm that approaches zero. So if the intent is to show risk, the map is a failure, regardless of smoothing.
To show risk, something on the order of a contour map would work better -- it would present the actual loci of the deaths, and leave the areas with none showing that. It might even turn out to show that just about every death by gun in some jurisdiction was within a single block of a specific bar, or in one certain trailer park -- and that would be useful information!
























