Answer: C. The deflection comes from Coulomb repulsion between the alpha and the nuclear charge, so aluminium's much smaller Z gives a weaker repulsive field at the same distance and far fewer large-angle events. The Coulomb origin of the deflection is set out in NCERT Class 12 Physics Chapter 12, page 291.
Why A is wrong: A is wrong because easier recoil of the target nucleus removes energy from the encounter and reduces, rather than increases, large-angle deflection of the alpha.
Why B is wrong: B is wrong because it counts scattering centres while ignoring their charge; the strength of each encounter depends on the nuclear charge, not only on how many nuclei are present.
Why D is wrong: D is wrong because bulk density is not the operative quantity and aluminium nuclei do scatter alphas — less strongly than gold, but not negligibly.