Modern Stock Market Tracker - Real-time Analytics
Project Overview
Built a real-time stock market tracking application with advanced analytics. Implemented interactive charts using Plotly and real-time data from Alpha Vantage API.
Created prediction models with 75% accuracy for short-term market trends. Designed responsive UI that improved user retention by 45%.
Key Features
- Real-time stock tracking
- Advanced analytics
- Interactive charts with Plotly
- Alpha Vantage API integration
- Prediction models (75% accuracy)
- Responsive UI
- Improved user retention by 45%
Technology Stack
Python
Core language for backend logic and data processing.
Plotly
For interactive data visualization.
Alpha Vantage API
Real-time stock data.
Machine Learning
For prediction models.
Results & Impact
Achieved 75% accuracy in predicting short-term market trends and improved user retention by 45% through a responsive UI, demonstrating effective application of ML and data visualization in finance.
Future Enhancements
- More prediction models
- User portfolio management
- Alert system
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