Stock Analysis using Sentiment Analysis and Machine Learning

  • Unique Paper ID: 149163
  • Volume: 6
  • Issue: 11
  • PageNo: 123-126
  • Abstract:
  • Public image of a company plays a very major role on its position in the market. It may also affect the rise or fall in the stock price of the company. Public image is the result of the news articles, tweets etc posted over the internet or through any other form of media. Hence, this paper aims to analyze the relationship between public sentiment and stocks with the help of sentiment analysis and machine learning approach.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{149163,
        author = {Mihir Athale and Sumedh Nakod and Anmol Kumar},
        title = {Stock Analysis using Sentiment Analysis and Machine Learning},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {6},
        number = {11},
        pages = {123-126},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=149163},
        abstract = {Public image of a company plays a very major role on its position in the market. It may also affect the rise or fall in the stock price of the company. Public image is the result of the news articles, tweets etc posted over the internet or through any other form of media. Hence, this paper aims to analyze the relationship between public sentiment and stocks with the help of sentiment analysis and machine learning approach.},
        keywords = {},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 6
  • Issue: 11
  • PageNo: 123-126

Stock Analysis using Sentiment Analysis and Machine Learning

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