We discuss an interesting characteristic of ρ(w): if D is large enough, then, with high probability, ρ(w) values are greater for topical words than for non-topical words.
ρ(w) can be used as a mean to measure the topicality of w. Obviously, the quality of this measure depends on the quality of estimating q(w), i.e.