Behavioral Pattern Analysis: Executive Summary

Subject: Sean's Posts
Method: Deterministic Taxonomy & VADER Sentiment Analysis (-1.0 to +1.0)

Key Findings (Neutral/Statistical)

Step 3: Aggregate Metrics

B. Topic Intensity & Frequency

Topic Count % of Total Avg Sentiment % Hostile (<-0.6)

Step 4: Cross-Topic Intrusion

Definition: Occurrences where a sensitive topic (Race, Religion, Israel) is introduced by the subject in a thread where the original post did not contain valid markers for that topic.

Intrusion Rate: ...

Representative Examples (First 10)

Injected Topic Parent Topic Item ID

Step 5: Self-Portrayal Claims

Statements matching patterns of explicit value-signaling (e.g., "I don't condone", "I believe").