Summary: We give a geometrical interpretation of critical phenomena, particularly of the scaling relations on critical exponents, by the use of statistical fractal dimensionality. We also discuss the relation between this geometrical interpretation and the finite size scaling theory. We introduce the concept of connectivity dimensionality (or generalized fractal topological dimensionality) to discuss the relation between critical exponents and fractal dimensionalities of some explicit lattices.