Please see my analysis:

A simple test to detect self-evident clusters

This is an example of a post hoc analysis: where you collect data then cherry pick a conclusion that fits. You expect a much higher bar in these circumstances. Nevertheless, the Fox statistics get close … though, even as a write this I feel that I'm being sucked into my own post hoc analysis!

John