This paper newly proposes a dynamics of an electricity consumer with the concept of principal component analysis, which collectively analyzes the power consumption data. The dynamics is proposed as a characteristic of consumer. It is applied various consumers of different five data sets. Through the results, the comparison of different power consumption data sets is performed. Furthermore, we discussed the applications of the consumer groups classified by dynamics.