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Stock tracker and trend prediction system

  • Unique Paper ID: 165533
  • Volume: 11
  • Issue: 1
  • PageNo: 1122-1130
  • Abstract:
  • The stock exchange of India is part of the stock exchanges investing in shares across the world. It consists of, National Stock Exchange and Bombay Stock Exchange. In the context of National Stock Exchange, the total counts of firms 2,266, while total registered firms in Bombay Stock Exchange are 5,309. At least, the Indian stock market situation is more complex and changeable, and therefore, a stock prediction system is required. The Bombay Stock Exchange (BSE) and the National Stock Exchange (NSE) are two well-known measures that prove the importance of the Indian stock market. The past experience indicates that, the Indian stock market does possess a sort of diversity which challenges investors. However, I believe that benchmark indices (BSE Sensex and Nifty 50) are not only the measure of market popularity but also economic viability. It has assumed a stronger form with liberalization in India as the stock market contributes to wealth creation, resource mobilization for businesses and overall economic progress. Thus, the necessity of presentations like stock prediction systems, in order to restore investor confidence, improve the corporate image of the capital markets and continue the growth in one of the world’s fastest growing economies for shares – India. This prediction system involves data for the stock and approximately it covers the period from the year 2000 to 2024. It has been observed that heightened importance is being given to the reliable forecasting of stock prices because of the unpredictable nature and volatility of returns as well as risks associated with the stock market investments, where investment risks possess a significant impact on the institutions and at the same time both financial firms as well as the regulatory authorities have paid special concern to this problem. By its nature, stocks as another aspect of the distribution of assets have always been considered the favorite among investors due to the high return rate. unprecedented and unrelenting evolution the literature on stock price prediction as a field of study has not slowed down. The necessary data of this project concerned about the XGBoost process and extend from about 24 years of work.
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Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 1
  • PageNo: 1122-1130

Stock tracker and trend prediction system

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