“…Most scholars primarily researched the topological structure and topological features, the correlation, and the dynamic evolution and the power-law distribution of different empirical complex networks in the stock market. In energy research, complex networks have been used to analyze the global energy trade [15][16][17][18], energy consumption [19], energy flow [20,21], energy transfer [22], energy companies' connection [23], etc. However, few scholars have studied the listed energy companies, especially the relationships of the listed energy companies and their shareholders.…”