By default, in order to keep addon memory usage low, Shopkeeper only retains the last 3,000 sales events (yours and other people's total). However, you can turn that up if you would like in the addon settings; it is labeled "Sales History Size" / "Größe der Historie" / "Taille de L'Historique de Vente".