🔬 Research-Based Methodology
This system combines three analytical approaches based on academic research in financial prediction:
📰 LLM Sentiment Analysis
Weight: 30%
Uses ChatGPT/Grok-style prompts to analyze news headlines and determine market sentiment
📈 Technical Analysis
Weight: 30%
RSI, moving averages, momentum indicators, and volume analysis
🤖 Machine Learning
Weight: 40%
Ensemble models combining Random Forest, XGBoost, and Linear Regression
⚠️ Research & Educational Purpose
This system implements academic research methodologies for educational purposes. The LLM sentiment analysis is based on peer-reviewed research. Not financial advice - always conduct your own research.