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Back around 2002 target came to a statistician with a question, in which is the answer could potentially make the company millions of dollars. They asked, using only computers can you determine which customers are pregnant even if they dont want us to know? and From then on statistician Andrew Pole was in search of an algorithm to do just that What he did was analyzed the shopping patterns of expectant mothers and noticed some common behaviors like an increase in lotion purchases Loading up on vitamins and more stuff that I know nothing about and he used this information To not only determine which customers were likely pregnant But what their expected due date was and after developing his mathematical model the statistician had a list of hundreds of thousands of women who were likely pregnant along with their expected due date and what trimester they were in and From then on target could send coupons at just the right time over the next several months and even after the baby was b