Skewness of a dataset is crucial as it reveals the distribution's shape, indicating symmetry or skew. Understanding skewness informs the relationship between mean, median, and mode, aids in outlier detection, and ensures accurate statistical analyses by acknowledging deviations from normality. This knowledge is essential for informed decision-making in various fields.