dle8 / Kronos

Stock watcher app using ML and NLP models to explain stock market movements with news headlines.

Kronos ·

Stock watcher app using Google APIs to explain stock market movements with news headlines.

📚 Table of contents

• Technical stack
  • Frontend
  • Backend
• Features
• Installation
• Todo
• How to contribute
• Acknowledgements
• License

🛠 Technical stack

📙 Frontend

• Programming language(s): React, Apollo Client

⚙ Backend

• Programming language(s): Python
• App framework: Flask
• Database: Cassandra
• Distributed in-memory database: Redis
• Query languange: GraphQL, Cassandra QL
• Distributed memory caching: Memcached
• HTTP Load Balancing: NGINX

🚀 Features

• Create a new account with email authentication/ verification.
• Get latest stocks and market place news in BBC, CNN, Bloomberg, The NY Times etc...
• Use Yahoo Finance API to get real-time data of any stocks listed on NYSE, NASDAQ, AMEX or any Stock Exchange in the world.
• Render real-time stock chart for intraday or historic prices.
• Highlight selected time period in the chart and use Google Custom Search and NLP models to get news articles that best explain the moving of stock price during that selected time.

⬇ Installation

📋 Todo

👏 How to contribute

🎉 Acknowledgements

📄 License

Kronos is MIT licensed.