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A massive segment of information terabytes is produced daily due to the advent of technological systems and modern systems such as cloud computing and the Internet of Things (IoT). The evaluation of the big data analytics impacts significant effort of the many dimensions considered in the process of extracting data that is essential for the process of making proper decisions in an organization. In that regard, big data analytics is the immediate area of concern for research and development experts. The primary purpose of this paper is to provide an analysis of the big data analytics, including the issues and tools linked to the process of extensive information analysis. Moreover, this academic paper presents an avenue that stimulates the exploration of big data at an incredible measure. As such, this research provides a new platform of analytics to formulate a remedy to the problems and the gaps available in research.