Szemerédi’s density theorem extends van der Waerden’s theorem by saying that for any and , , there exists an integer such that if and is a subset of of size at least then contains an arithmetic progression of length . A “second order density” result of Frankl, Graham, and Rödl guarantees that contains a positive fraction of all -term arithmetic progressions. In this paper, we prove the analogous result for the Gallai-Witt theorem, a multi-dimensional version of van der Waerden’s theorem.