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The guest editors of this special issue on predictive analytics discuss how they split submissions between macro and micro levels, with the March/April installment covering the macro scale and May/June covering micro. All three articles are nice exemplars of predictive analytics, encompassing novel insights, key nuances, rigorous analytical methods, large-scale experimentation, and interesting findings and takeaways for important application domains.