Trend Analyzer is a Python script designed to analyze market trends in financial time series data, specifically using the MetaTrader 5 platform. It calculates linear regression, residuals, and standard deviation to provide insights into market trends and their strength.

• Fetches historical market data from MetaTrader 5.
• Performs linear regression analysis on the closing prices.
• Calculates residuals and standard deviation to assess the fit of the linear regression model.
• Visualizes trends, linear regression lines, and residuals for better understanding.

• Python 3.x
• MetaTrader 5 platform

1. Clone the repository:

   git clone https://github.com/zuhairabid/Market-Trend-Analyzer.git

2. Install the required dependencies:

   pip install -r requirements.txt

1. Open MetaTrader 5 and ensure the MetaTrader 5 API is enabled.

2. Run the script:

   python main.py

3. Instruction to use functions is given with the respective functions.

This project is licensed under the MIT License

Special thanks to the MetaTrader5 platform. Inspiration from financial analysis and trend-following strategies.