Advanced Financial Trend Prediction Framework

Develop a sophisticated trend prediction system that integrates multiple data sources to generate nuanced financial trend analyses. Create machine learning models capable of processing market data, social media sentiment, economic indicators, and geopolitical events to generate probabilistic trend forecasts. Include visualization tools and confidence interval reporting.