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This paper explores an empirical research on the risk contagion in the guarantee network of enterprises,using the credit database of China Banking Regulatory Commission(CBRC).The credit database provides meaningful information of enterprises,including assets,liabilities,loans,bad loans and numerous guarantee relationship amongst the enterprises.