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Visualization is useful tool for supporting the understanding those data, but there is no effective method for visualizing those data, particularly multi-dimensional data. In this study, we developed visualization method for multi-dimensional and large scale data. Our method can transform the dimensions of the data and visualize the data as a 1D, 2D and 3D image by using self-similar object and recursive mapping. Using self-similar object and recursive mapping can also give multi-resolutional and abstractive result. 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