In this study, a globally coupled system of chaotic circuits with small variations in their oscillation frequencies is proposed. By computer simulations and circuit experiments, the generation of clustering and chaotic change of the cluster size are confirmed for five circuits case. Further, statistical analysis is carried out for thirty circuits case.