The stock price of a company is volatile in nature but when considering long-term prediction of the stock price, it is dependent on the company's business model and feasibility of the environment for the company to work. This data related to company and domains in which the company works is available on the internet through news media but it is an arduous task for one to keep track of all this data and perform predictions on stock prices. The proposed model in this paper takes sentiment from this available data and provides a prediction of the stock price in the future with the deliberation of the market environment.