I. Introduction
People prefer to invest in the equity market due to their long-term high returns. Trades in the share market have gained incredible popularity as a way of life to gain enormous profits in large financial markets around the world. Any knowledge of future price behaviour information of a given share therefore ensures absolute major market profits. Thus, proper market forecasting is a key factor for investors, buyers, sellers, fund managers, policy makers and other participants in this market. In practise, however, the prediction of the share market was a tough task because many economic, political and psychological causes have greatly affected this market. These causes interact complexly with each other, therefore the movements of the equity market are difficult to predict. Analysis and forecasts on the share market have, however, for many years been a thorough research. The methods employed in making investment decisions in the share market generally fall into two categories: a basic analysis and a technical analysis. Basic analysis is a complete approach that includes a thorough analysis of the annual business report and general economy metrics. Real and reliable information, competitiveness and economic conditions for a company's financial report is needed. The current price is assumed to depend on its essential valuation and on the expected return on investment and new knowledge on a firm which will influence its stock price movement. Only the recent trading and selling history of the stock is taken into account in statistical analyses. The underlying hypothesis for this study is founded on the premise that all knowledge on individual stocks is reflected in the share price. The protection of the company's privacy records and the provision for customers of development information both play a significant role in sharing the trade data without disclosing it to the broker trading scheme.. Through transmitting growth-related data to various investors, the overhead trade and privacy of the undertaking covered would be reduced. Each broker carries out only one approved aspect of the trading transaction. It preserves confidentiality and ensures the information is loosely linked between brokers. Thus, the brokers would not collect full information on the buyers.