In any random set of data there will be 'clusters'. There's actually a pretty good chance a cluster will appear. It's like a lottery, it's very likely someone

In any random set of data there will be 'clusters'. There's actually a pretty good chance a cluster will appear. It's like a lottery, it's very likely someone will win it each week. Humans have an incredibly poor intuition about statistics.