krishna-aditi/nlp-sentiment-analysis-on-stock-news-and-price-monitoring
WebApp to bring together Text Summarization and Sentiment Analysis of the stock related news to better understand the stock price trends.
This tool helps individual investors and traders understand stock price trends by bringing together company financial profiles, historical stock prices, and recent news. It takes news articles about specific companies, summarizes them using AI, and then analyzes the sentiment (positive or negative) of each summary. The output is a clear dashboard that combines stock performance with summarized, sentiment-labeled news, enabling more informed trading decisions.
No commits in the last 6 months.
Use this if you want a single platform to quickly grasp how news sentiment might be influencing stock prices, without manually sifting through countless articles.
Not ideal if you require real-time, ultra-low latency news analysis for high-frequency trading or institutional-grade market prediction models.
Stars
17
Forks
6
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Apr 07, 2025
Commits (30d)
0
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