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Trend Analyzer

Overview

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.

Features

  • 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.

Getting Started

Prerequisites

  • Python 3.x
  • MetaTrader 5 platform

Installation

  1. Clone the repository:

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

  2. Install the required dependencies:

    pip install -r requirements.txt

Usage

  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.

Example

Logo

License

This project is licensed under the MIT License

Acknowledgments

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