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Why does correlation not always imply causation? Data science is absolutely a trending buzzword, and it combines multiple fields, including statistics, scientific methods, and artificial intelligence with the goal of extracting an explanation from data. Analysis and/or visualization, however, may not always be a good storyteller. This article discusses one of the most common fallacies that occurs while analyzing data: inference of a causal...