Sentiment and MACD Algotrader

This project leverages sentiment analysis from social media platforms, news articles, financial reports, and the MACD (Moving Average Convergence Divergence) indicator to make stock trading decisions.

To make sense of all this data, we use an XGBoost model, which would helps us predict which stocks are likely to do well.

Installation

Install the requireded packages in the wanted environment

pip install -r requirements.txt

Usage

In order to run the backtesting algorithm, run the model_train_and_backtesting.py file.

Credits

This project is the collaborative effort of a group of friends.

Names:

Boaz Bar David

Or Kadosh

Itay Hakmon

Shir Chen