https://github.com/asad70/stock-news-sentiment-analysis

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock
https://github.com/asad70/stock-news-sentiment-analysis

data data-science data-visualization finviz finviz-scraper news news-analysis news-headline sentiment sentiment-analysis stock stock-analysis stock-news-analysis stocks vader-sentimentintensityanalyzer

Last synced: over 1 year ago
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This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock

• Host: GitHub
• URL: https://github.com/asad70/stock-news-sentiment-analysis
• Owner: asad70
• License: mit
• Created: 2021-01-01T00:40:50.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-10-03T20:20:32.000Z (almost 5 years ago)
• Last Synced: 2025-04-04T21:11:11.670Z (over 1 year ago)
• Topics: data, data-science, data-visualization, finviz, finviz-scraper, news, news-analysis, news-headline, sentiment, sentiment-analysis, stock, stock-analysis, stock-news-analysis, stocks, vader-sentimentintensityanalyzer
• Language: Python
• Homepage:
• Size: 19.5 KB
• Stars: 29
• Watchers: 1
• Forks: 8
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# stock-news-sentiment-analysis

Purpose: To analyze the news headline of a specific stock.

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline compound value of a stock for a given day. 

# How to run:

    python3 'Stock news.py'

    

Analyze multiple stocks at the same time. Ex: 'AAPL, MSFT, F, TSLA' separate each input by a comma.

Analyze all news or a specific date of news. 

Ex: "Enter the date/press enter for today's news (Ex: Dec-27-20) or 'All' for all the available news: " 

hit enter for today's news, enter a specific date, or type all for all the news (limited).

You can also ignore source: Ex: ignore_source = ['Motley Fool', 'TheStreet.com'] 

Limitations:

This program only analyzes headlines and only for the dates that have news available on finviz. 

Example output:

![](sampleoutput.png)

## License

This project is licensed under the MIT License - see the [LICENSE.md](LICENSE) file for details.