In the context of preparing data for machine learning models, understanding the distribution of data is crucial for selecting appropriate preprocessing steps. Specifically, detecting skewness in the data distribution can influence decisions on whether to apply transformations like log or square root to normalize the data. Given this scenario, which of the following statistical measures is specifically designed to detect skewness in the distribution of data? (Choose one correct option)