
Course discussion blog for "How to Lie with Statistics: Uses and Misuses of Numbers in Argument", a 300-level Honors course at the University of New Mexico. Anyone can read this blog, but only class members can post.
Monday, February 11, 2013
Non-Gaussian Distribution: City Size
One example of a set of data that does not follow the Gaussian distribution is the ranking of city sizes. After the largest city is accounted for in a country, the remaining cities gradually decrease in size. This ranking follows a power law and can be explained using the Pareto distribution. The graph of population vs percentage of cities would have a long tail skewed to the right due to the fewer number of cities with very large populations. It does not have the bell curve seen in a Gaussian distribution.

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