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heisenberg1804/Automate-Stocks-and-Crypto-Research

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Automate-Stocks-and-Crypto-Research

  • A Project to scrape Stocks/Crypto blogs and generate short summaries using Huggingface's text summarization transformer model and generate summaries and their sentiments.
  • A user when inputs the stock ticker for eg: GME, BTC , DOGE, ETH , will recieve summarized blog news for each stock with the sentiment of the news summary and news URL, thus automating research work in this field.
  • Futher scope of the project: Deploy the project on flask and provide user with a simple UI.  

-> Used BeautifulSoup4 for scraping stock articles.

-> Used Huggingface's text summarization Pegasus Conditional Generator transformer model to generate summaries and used the sentiment pipeline for generating sentiment.