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The main purpose of this paper is to extract and document the core knowledge of visualization, as an analysis pattern that provides a recurring and viable solution for the problem of visualization in any domain, and in any of its several applications. Now, people use the concept of visualization in every other field of study as an effective communication medium for an easy understanding of the subject. The usage of visualization in different domains or in different applications motivates us to design an efficient pattern shared by the application, as the core concept. The pattern presented in this paper relies on software stability model (Fayad and Altman, 2001), which also helps us to design a stable analysis pattern based on the core concept. The paper also provides a detailed documentation of the proposed pattern, and demonstrates the benefits of the pattern by using it as the core logic in several different applications throughout several case studies.