Ownership and analysis of information are important for investor in order to make profit from investing. Investors face many types of information at stock market. Historical data for example trading volume and return are also has a possibility to become significant information to exploit profit. By using intraday stocks transaction data for period August, 10 until December 28, 2007, this resear…