Analyze Sentiment Risk
Description
Analyzes text sentiment from various sources (social media, news, customer feedback) to identify reputation and market risks for businesses.
Domain
Financial Services / Risk Management
Use Cases
- •Brand reputation monitoring
- •Market sentiment analysis
- •Customer feedback risk assessment
- •Crisis early warning detection
- •Investor sentiment tracking
Input Parameters
- •
analysis_id: Unique analysis identifier - •
entity_name: Company or brand being analyzed - •
text_sources: List of text content with source metadata - •
historical_baseline: Historical sentiment baseline for comparison - •
alert_thresholds: Custom alert threshold settings - •
analysis_date: Date of analysis
Output
- •Sentiment scores by source and topic
- •Risk level classification
- •Trend analysis vs baseline
- •Alert triggers
- •Recommended actions
Business Rules
- •Aggregate sentiment from multiple sources with source-specific weighting
- •Apply industry-specific risk thresholds
- •Detect sudden sentiment shifts that may indicate emerging issues
- •Calculate composite risk score based on sentiment, volume, and velocity
- •Generate alerts when thresholds are breached