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Data Profiling over Big Data Area,s chapter, we will discuss the importance of data profiling and shed light on the area of data profiling in big data. In addition, we will detail data profiling use cases and reviewing the state-of-the-art data profiling systems and techniques. Finally, we conclude with directions and challenges for future research in the area of data profiling.