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D3D Market Scanner is a comprehensive tool for retail traders to analyze financial markets, predict market trends, and access real-time insights. This application leverages AI/ML algorithms and interactive features to simplify trading decisions for beginners and experienced traders alike.

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D3D Market Scanner

Overview

D3D Market Scanner is a comprehensive tool for retail traders to analyze financial markets, predict market trends, and access real-time insights. This application leverages AI/ML algorithms and interactive features to simplify trading decisions for beginners and experienced traders alike.


Features

  • User-Friendly Interface: Intuitive design with interactive charts and summaries.
  • AI/ML-Powered Analysis: Predicts long-term market movements with ~65% accuracy.
  • Sentiment Analysis: Understand the sentiments of retail traders using market data.
  • Live Market Updates: Real-time updates on Forex sessions, market summaries, and breaking news.
  • Comprehensive Dashboard:
    • Trading charts via TradingView.
    • Commitments of Traders (COT) reports for trend identification.
    • Retail sentiment visualizations.
  • Customizable Tools: Includes "Order Status" for precise trading insights.

Motivation

For retail traders, especially beginners, the overwhelming nature of financial events and news can hinder effective decision-making. D3D Market Scanner addresses this by:

  • Centralizing fundamental and technical analysis.
  • Simplifying access to major Forex currency pair data.
  • Providing user-friendly market sentiment and trend analysis tools.

Tech Stack

  • Frontend: Flutter (Responsive Design, BLoC Architecture)
  • Backend: Python (Flask), Firebase
  • APIs: D3D Financial Data API
  • Hosting: Render.com
  • Version Control: GitHub Actions for CI/CD

Installation

Android

  1. Download the APK from Release Page.
  2. Install the APK on any Android device.

Other Platforms (iOS, Web, macOS)

Refer to the README instructions.


Usage Instructions

  1. Login/Register: Create an account or sign in using the interactive login system.
  2. Navigation: Use the side menu to explore various features, such as live charts, retail sentiment, and market summaries.
  3. Real-Time Updates: Access live Forex news and charts for informed trading.
  4. Order Tracking: Leverage the "Order Status" feature to monitor and optimize your trades.

Development Workflow

  • Project Management: Agile methodology with two-week sprints.
  • CI/CD: Built and deployed using GitHub Actions.
  • Testing:
    • Unit Testing: Validates isolated features.
    • System Testing: Ensures seamless integration.
    • User Testing: Feedback-driven improvement from pilot users.

User Stories

  • Beginner Traders: Simplified market insights and educational content for confident trading.
  • Experienced Traders: Advanced tools for efficient market analysis.
  • Forex Firms: Reliable data for trade planning and decision-making.

Resources


Future Enhancements

  • Improved server deployment for reduced data loading times.
  • Enhanced external news linking.
  • Integration of additional market analysis tools.

License

This project is licensed under the MIT License.


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D3D Market Scanner is a comprehensive tool for retail traders to analyze financial markets, predict market trends, and access real-time insights. This application leverages AI/ML algorithms and interactive features to simplify trading decisions for beginners and experienced traders alike.

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