Hot Spot Analysis is a spatial analysis technique used to identify statistically significant spatial clusters of high values (hot spots) and low values (cold spots) within a dataset. It is commonly employed in fields such as geography, criminology, and epidemiology to detect areas of concern that require further investigation or intervention.