This paper presents a preliminary clustering analysis study on a set of LV feeders connected to a selected prototypical HV feeder that represents the light suburban residential class in Western Australian. The study led to the identification of several subsets of LV feeders where each represents specific types of users. The intended use of the LV feeder cluster data is to develop representative test case LVfeeders. These can be applied in the impact assessment of technology change including Smart Grid deployments or load changes due to solar panel, air conditioning or electric vehicleuptake. The work will be expanded to include LV feeder clusteranalysis for networks supplied from other HV feeder types.