In response to the increasing energy crisis, this study concentrated on the problems of energy deprivation in small areas of England and Wales. We create an energy deprivation classification from multiple measurements within four domains based on the extensive literature on vulnerability to energy poverty. By applying a commonly used k-means clustering method, we discover nationwide spatial disparities and distinctive characteristics of energy deprivation at fine spatial units