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This paper investigates the fractal characters of Baltic Dirty Tanker Index weekly return time series. BDS test and Rescaled Range Analysis are applied for studying non-linear dependence and random of the time series. The Hurst index and acyclic periodic is gained by R/S analysis. Conclusions show that there is non-linear dependence and non-random, also the series show inverse persistence.