Python application for market data analysis and signal generation

An application written in Python, used for automatic analysis of market data and generating buy and sell signals based on technical analysis indicators. The system retrieves market data from the trading platform via API and performs analysis of technical indicators over specified time intervals. The main features of the application include:
• automatic retrieval of market data
• analysis of technical indicators
• generation of BUY / SELL signals
• trend analysis for different time intervals
• data export to CSV files
• visualization of analysis results
Indicators used in the analysis:
• ADX (Average Directional Index)
• MACD
• Ichimoku
• moving averages
Technologies used in the project:
• Python
• Pandas / NumPy
• Matplotlib
• API integration with the trading platform
The application has been designed as a tool for automatic market analysis that can be used to support investment decision-making.