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This project predicts the Accident Casualty of an Individual from a given dataset which includes weather conditions , temperature , lighting conditions, etc. The approach for prediction of casualty severity has two steps: a. Cluster the data using agglomerative clustering algorithm, b. Prediction using lasso lars regression model.