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into more or less homogeneous subsets; provides a useful tool for interpolation and extrapolation of statistical data and sets up a measure to compare performance and profitability of a company. This taxonomy has been analysed in context with the companies. The findings of the method can be applied to ascertain the company with the highest performance and moreover, the results of the analysis provide insight information about the company to a probable investor. The paper is outlined as follows: Section II introduces the theoretical framework which describes the method in detail. The methodology being followed and the various indicators used are discussed in Section III. Section IV describes the results and findings of the research, taking a data set of 20 companies and 10 performance *Akshita Jain **Dr. Subramanyam Ganti Abstract :The