Every dataset tells a story. Some stories reveal remarkable consistency, while others expose variation and unpredictability. To truly understand how data behave, analysts rely on one of the most important statistical tools — the standard deviation. It describes the spread or dispersion of values within a dataset. When we deal with the entire data