  We propose a measure of product substitutability based on correlation of
common purchases, which is fast to compute and easy to interpret. In an
empirical study of a drugstore retail chain, we demonstrate its properties,
compare it to a similarly simple measure of product complementarity, and use it
to find small clusters of substitutes.
