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EmoStock - Stock prediction via sentiment analysis of financial news. Winner of VITHack 2020 in FinTech Domain.

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EmoStock

Your one-stop solution to profitable stocks 📈

DOCS UI DEMO PITCH FRONTEND_REPO BACKEND_REPO

Features

  • Get latest business news
  • Relate news with stocks and find the best stocks to invest in
  • Get all stocks that have been covered in recent headlines
  • Easily track stocks of varous companies; get notified when they are predicted to rise or fall
  • Analyze financial reports of companies

Instructions to run the backend

$ git clone https://github.com/RajatSablok/EmoStock.git
$ cd EmoStock
$ npm install

These variables should reside as key value pairs in a file called .env.

Variable Name Description Get it from
NATURAL_LANGUAGE_UNDERSTANDING_APIKEY IBM Watson API KEY https://cloud.ibm.com/
NATURAL_LANGUAGE_UNDERSTANDING_IAM_APIKEY IBM Watson IAM API KEY https://cloud.ibm.com/
NATURAL_LANGUAGE_UNDERSTANDING_URL IBM Watson NLU Service URL https://cloud.ibm.com/
NATURAL_LANGUAGE_UNDERSTANDING_AUTH_TYPE IBM Watson NLU Auth Type https://cloud.ibm.com/
NEWS_APIKEY NEWSAPI API KEY https://newsapi.org/account
DBURI URI for connecting to MongoDB Atlas https://cloud.mongodb.com/
JWT_SECRET JWT Secret Key You can generate your own key
SENDGRID_API_KEY Sendgrid API KEY https://app.sendgrid.com/
SENDGRID_EMAIL Email for sending out mails from Sendgrid https://app.sendgrid.com/
$ npm start

Instructions to run the frontend

$ git clone https://github.com/TheG0dfath3r/emostocks.git
$ cd emostocks
$ git checkout master
$ npm install
$ npm start

Contributors

License

License

With ❤️ by LCF 2.0