The previous paper discussed the quantitative characteristics of commercial space independent of discretization in time. However, commercial space changes continually over time so it is important to understand the influence that time has on present space conditions. This paper discusses the influence of discretization in time on commercial space. Specifically, the relationship between sales of merchandise and the quantity of commercial space in a given shop. The quantitative characteristics of commercial space will be determined by using Self-Organized Criticality.