I think statistical analysis is more than enough, with this we can draw basic conclusions even though in reality our predictions could be wrong. For example, what Inter Milan did in their last friendly match, they lost to Al-Ittihad with an absurd score, they couldn't even score a single goal. The other data you mentioned could strengthen our analysis, but what? do you go into that much detail to even know the players personal lives?