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We have become a culture obsessed with making data-driven decisions. From sports, to business, to government, we strive to measure everything around us. In some cases accurate and detailed data is easily available, like clicks and engagement on a website. In other situations, like understanding people’s preferences, we go to great lengths, using proxies and fancy math to appro ...