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Most data analysis systems seem to be convenient for statisticians, but novices in statistics cannot master them easily since it is hard to select appropriate procedures for an observation. The application with the technique of knowledge processing to data analysis is an attractive idea, but there is little research on selecting procedures because of some difficulties in the construction of its knowledge. We shall discuss its difficulties and how to construct the knowledge of data analysis, and offer an implementation of the system with knowledge supports.