// market.sentiment
Sentiment-Driven Market Signals
Real-time NLP analysis of financial news across 50 S&P 500 stocks. Updated daily at ~3:30 PM ET.
Market Regime
Risk-On
Positive sentiment + Low VIX — favorable for aggressive longs
+0%
Market Sentiment
0
VIX (Elevated)
0%/0%
Bullish / Bearish
0
Articles (37 tickers)
How It Works
Data Collection
Ingests news from Finnhub (historical) and yfinance (recent) for the top 50 S&P 500 stocks by market cap.
NLP Scoring
3-scorer ensemble: FinBERT ONNX (45%, 86% accuracy on financial text), Enhanced VADER (35%), and TextBlob (20%).
Regime Detection
Classifies market into Risk-On, Cautious, Fear, or Complacent using sentiment breadth and VIX levels.
Sector Sentiment
Information Technology
Consumer Staples
Health Care
Utilities
Financials
Industrials
Communication Services
Consumer Discretionary
Materials
Today's Signals
Top Bullish Signals
| GOOGCommunication Services | +22.1% | 85% | 94 articles(83% pos) |
| GOOGLCommunication Services | +21.3% | 82% | 93 articles(83% pos) |
| AAPLInformation Technology | +26.1% | 80% | 37 articles(87% pos) |
| APHInformation Technology | +60.7% | 71% | 3 articles(100% pos) |
| ACNInformation Technology | +51.5% | 70% | 4 articles(100% pos) |
Top Bearish Signals
No bearish signals today.
Sentiment Trend
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Weekly AI market intelligence — signals, sentiment shifts, and regime changes.
Last updated: 2026-06-03 · FinBERT ONNX (45%) + VADER (35%) + TextBlob (20%) · Not financial advice.