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All the time, examining long-run equilibrium relations among global stock market is always the focus of attention.Here, after carrying out the ADF test and E-G two-step cointegration test for the 25 global stock indices, we constructed directed and weighted cointegration networks over different periods and analyzed cointegration variations occuring among 25 global stock indices.