Damn if only this article actually explained why you see this effect from random data. Unfortunately it doesn't seem like they understand the maths enough to know. Does anyone fancy reading those papers and giving us a TL;DR?
That being said I loved the mercury/Glasgow explanation. Anecdotally I see that all the time.