Effective moderators are those materials which contain

Moderators are made from materials with light nuclei which do not absorb the neutrons but rather slow them down by a series of collisions.
Carbon in the form of graphite is a material used for moderators as is heavy water which is Deuterium an isotope of Hydrogen with an atomic mass of 2 bonded to Oxygen.