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View Code? Open in Web Editor NEWAllstate insurance, the second largest personal lines insurer in the United States and the largest that is publicly held, approximately 16 million households. In this Project, through machine learning and data analsis techniques, I try to best predict which labels and columns are the best indicators for detecting the severity of an insurance claim.