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Smartphones have become extremely popular today and their popularity continues to grow. Furthermore, they seem to have acquired new patterns of behaviour, based on their ability to access almost limitlessly anywhere and at any time. Despite the increasing popularity of smartphones and their impact on our lifestyle, we have a much sparser understanding of their usage pattern. This paper demonstrates how Big Data analytics could be used to address this knowledge gap by presenting results on behaviour usage analysis from a set of real-life Android smartphone usage data.