We know, for example, that personality scores are, by construction, Gaussian at the individual level, and that averaging these Gaussians should give a distribution of mean county-level personalities that are Gaussian.
as shown below, we find our county-level predictions to be far from a normal distribution, with some predictions lying over 10 standard deviations from the mean.