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A multi-local-world model is introduced to describe the evolving networks that have a localization property such as the Intemet. Based on this model, we show that the traffic load defined by betweenness centrality on the multi-local-world scale-free networks’ model also follows a power law form. In this kind of network, a few vertices have heavier loads and so play more important roles than the others in the network.