When a customer invests into a stock market, he wants to attain higher profits in short period of time but with less amount of knowledge he has, this process gets very difficult. This situation often creates more losses to customers rather than profit which is fatal for their wealth. This economically dangerous position can be overcome with proper planning, proper management, apt amount of knowledge of market and useful analysis of previous data. The markets can be studied using their previous years of data and therefore predicting future trends. Market is also affected by market sentiment at a particular moment and if customer is aware of it, then he can take appropriate decisions regarding purchasing and selling of stocks in market. In this paper, we are going to demystify the stock market to help the customers to get better idea of upcoming market trends, polarity of stocks and present market sentiment in regards to the company he is investing.