opinion_analyst

What problem does it solve?

Public opinion data is large, noisy, and hard to process at scale; Opinion Analyst provides fast, structured insights into sentiment, stance, and bias from text.

Core Features & Use Cases

• Sentiment scoring at document, sentence, or aspect level with a confidence score.
• Stance detection toward a named target to determine support or opposition.
• Multi-dimensional bias measurement with per-dimension scores and flags for policy, media framing, and source considerations.
• Use Case: Analyze social comments to summarize public reaction to a policy and identify major bias signals.

Quick Start

Analyze a sample user comment to extract sentiment, stance toward a target, and bias indicators.