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We suggest a new dynamic modeling framework for credit history hazard assessment that extends the prevailing credit rating scoring designs built on historic data static settings. The driving thought mimics the theory of movies, by composing the model with a sequence of snapshots, instead of only one photograph. In doing this, the dynamic modeling i