Data Source Expansion: News and Sentiment Analysis

[wfnuser]

Description

Integrate external data sources including news, sentiment analysis, and social media monitoring to enhance AI trading decisions with fundamental and sentiment-based insights.

Current Problem

• AI relies solely on technical analysis without market context
• No awareness of news events or market sentiment
• Missing fundamental analysis capabilities
• Limited to price and volume data only

Requirements

• News Data Integration

  • Crypto news API integration (CoinDesk, CryptoNews, etc.)
  • Real-time major event monitoring and alerts
  • News sentiment analysis and impact scoring
  • Event-driven trading signal generation

• Social Media Sentiment

  • Twitter/X sentiment analysis for crypto markets
  • Reddit and Telegram group sentiment monitoring
  • Influential account and whale activity tracking
  • Social sentiment scoring and trend detection

• On-Chain Data Analysis

  • Whale wallet activity monitoring
  • Large transaction alerts and analysis
  • Exchange flow analysis (inflow/outflow patterns)
  • DEX liquidity and trading volume anomalies

• Market Context Integration

  • Correlation with traditional markets (stocks, bonds, commodities)
  • Macro economic event calendar integration
  • Regulatory news and policy impact analysis
  • Market fear/greed index integration

Priority

High - Essential for comprehensive market analysis beyond technical indicators

Labels

enhancement, data-integration, sentiment-analysis, high-priority