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This paper describes a new data visualization method using a three-dimensional dendrogram to And the relationship between similar text documents. For the detection of similarities in documents, we introduce two basic evaluation functions, "LCS" and "SED." We constructed and developed the proposed algorithm in MATLAB language, and conducted a comparison measurement and examined the evaluations. The validity of the proposed method can be verified by applying actual documents to demonstrate the 3D visualization.