A computer-implemented method for predicting financial risk, the computer-implemented method comprising:receiving transaction data pertaining to a plurality of transactions for a credit account, said transaction data including at least one of a transaction type and a transaction amount for each transaction of said plurality of transactions; scoring said transaction data, wherein scoring said trans