apparatus for analyzing data, method of analyzing data and storage for storing a program analyzing

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Disclosed are an apparatus and a method for analyzing big data and a storage medium for storing a program for analyzing the data. The method for analyzing the data by using a distributed system located remotely from a user analysis tool may include : a step of converting tensor data to either a dense type data or a sparse type data based on a pre-established critical value when the tensor data are remotely transmitted from the user analysis tool and then distributing the data to the distributed system and storing the data in the distributed system; a step of recording meta data with regard to the stored data; a step of performing an analysis of the stored data by using an analysis algorithm and the distributed system after an analysis command is transmitted from the user analysis tool; and a step of storing an analysis result in the distributed system and/or transmitting the analysis result to the user analysis tool after the data are analyzed.