Space allocation between departments is a strategic decision-making based on store chains' empirical knowledge. In this article, we measure department's space-elasticities from Monoprix' database and examine how they can improve retailer's store space allocation. In particular, we put forward a portfolio matrix in which departments are placed depending on their strategic importance and space elasticity.