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After a three-month long crowd sourcing competition, three data scientists proved their data analytical prowess in Allstate’s predictive modeling competition. The nation’s largest publicly held insurer launched the “Claim Prediction Challenge” with Kaggle on July 13, 2011, offering $10,000 to number crunchers worldwide for the best models predicting bodily injury insurance claims based on vehicle characteristics.


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