Agora

Sentiment Analysis Stock Predictor

Usage

1. Clone this repository to your local machine.

2. Install requirements with pip install -r requirements.txt.

3. Run flask run in the Flask_App directory.

4. Go to http://localhost:5000/ in a web browser.

Containerized

1. Clone this repository to your local machine.

2. Build the container with docker build . -t agora.

3. Run the container with docker run -p5000:5000 agora.

4. Go to http://localhost:5000/ in a web browser.

Technical Information

This application uses

• Python 3
• Flask web application framework
• Selenium web drivers
• NTLK VADER sentiment analysis model
• yfinance API queries
• Logistic Regression machine learning models
• GitHub actions for workflow automation

Disclaimer

This application does not offer investment advice. Do not invest what you cannot lose. You should carry out your own independent research before making any investment decision.

License

MIT

Publications

• ICSC 2022: https://ieeexplore.ieee.org/document/9736313
• AIKE 2022: https://ieeexplore.ieee.org/document/9939140