IMPACT OF PUBLIC SENTIMENTS ON STOCK PERFORMANCE
Keywords:
Market analysis, Sentiment analysis, Machine learning, NLPAbstract
Stock market is considered to be a sector where the people, other companies and mutual funds organizations
heavily invest in order to gain maximum profit. As compared to the other investment sector stock market gives more returns if one is able to perform proper analysis in order to rectify the factors on which the momentum of the stock price
depend. Stock prices in the stock market are governed by various factors like company profit and loss ratios, projects
company has acquired, scandals, economic outlook, inflation, political shocks , investor sentiments etc. Out of all these
one of the major factor is public sentiment. We can analyze public sentiment and can classify investors views are positive
or negative for the particular stock or company. For collecting public sentiments we can use various API of python and
for classifications we can use various machine learning algorithms. Sentiment classification using machine learning algorithms provide higher accuracy than others.
