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
Cautious
Positive sentiment + High VIX — mixed signals, reduce position size
+0%
Market Sentiment
0
VIX (High)
0%/0%
Bullish / Bearish
0
Articles (38 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
Utilities
Industrials
Financials
Consumer Staples
Health Care
Consumer Discretionary
Communication Services
Information Technology
Energy
Real Estate
Materials
Today's Signals
Top Bullish Signals
| AMZNConsumer Discretionary | +22.5% | 93% | 48 articles(75% pos) |
| APOFinancials | +41.5% | 92% | 7 articles(100% pos) |
| AEPUtilities | +68.5% | 80% | 2 articles(100% pos) |
| AAPLInformation Technology | +20.0% | 77% | 36 articles(78% pos) |
| AWKUtilities | +44.5% | 76% | 4 articles(100% pos) |
Top Bearish Signals
| ABTHealth Care | -24.3% | 28% | 2 articles(50% neg) |
Sentiment Trend
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Last updated: 2026-03-23 · FinBERT ONNX (45%) + VADER (35%) + TextBlob (20%) · Not financial advice.