Correlation does not imply causation, let alone single-factor correlation. To look at a correlation in the past and assume that it must necessarily be repeated in the future is a bit simplistic to be honest and you admit it yourself:
I know it's not a science <...>
Yep, there is one thing I know and that is I know nothing.