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This book provides an alternative (better) way to understand the future of data analysis, especially in the dialectic context of quantitative and qualitative research-while learning from different approaches in the literature but without favoring any one of them (nor integrating them, since they are not necessarily compatible). In other words, this book offers a new theory (that is, the complex theory of data analysis).