For each word w which appeared in newspaper A, we got the document frequency at date t: where df A (w, t) is the number of documents which contain the word w at date t in newspaper A.
the normalization constant N A (t) is the number of all articles at date t. comparing this value between two newspapers directly cannot capture a time lag.