We investigate the financial network of the Korea Stock Exchange (KSE) using numerical simulations and scaling arguments. The frequency of degree and the edge density for a real stock market graph are mainly discussed from a numerical point of view. In particular, our frequency of degree follows approximately the power law distribution. Key words: Financial networks; Cross-correlation; Frequency of degree; Edge density