In daily life, people like moonlight people, men in science and engineering, white-collar workers from foreign companies, etc. are all labels for different groups of people. The core job of customer profile is to label customers. The label is a highly refined feature identification derived from the analysis of user information, which not only facilitates people to accurately understand the meaning of each label, but also facilitates the computer to extract standardized information. An example of a portrait of a power customer is shown in Figure 1. Through a 360-degree panoramic portrait of a customer, customer characteristics can be described more intuitively and accurately. <br>For power companies, customer portraits can accurately portray the hidden characteristics of power customers' behavior preferences, power usage habits, risk of arrears, and customer value, which greatly enhances the power companies’ ability to tap customer needs
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