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The enormous growth in the size of data has been observed in recent years being a key factor of the Big Data scenario. Big Data require a new high-performance processing. The use of big data preprocessing methods for data mining in big data is reviewed in this paper. The definition, attributes and categorization of data preprocessing approaches in big data are introduced. The relation between big data and data preprocessing throughout all families of methods and advanced data technologies aredoi:10.20535/srit.2308-8893.2018.2.04 fatcat:zapci6sizjdd3d44dydfje6tmi