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This can be done by calculating various statistical measures, such as mean, standard deviation and correlation. Let’s calculate the mean and standard deviation of the real and synthetic data: real_mean = np.mean(normalized_data[-1000:]) real_std = np.std(normalized_data[-1000:]) synthetic_mean =