Pareto principle, 80% of the effect is determined by 20% of the variables. To get "all of the data" on an open ended question would be fruitless, but you can be reasonably sure of a theory the more evidence corroborates it. Nothing can ever truly be known in a Platonic sense, but the basis of science is in "most likely"s.