<format type="xml">{analysis_id: string, source_platform: string, document_id: string, timestamp: date, extracted_text: string, company_entity: string, campaign_or_event_context: string optional, sentiment_metrics: {overall_score: number, label: string, confidence: number, keywords_detected: list[string], emotions_detected: list[{type: string, score: number}] optional}, stakeholder_profile: {type: string, location: string optional, influence_score: number optional} optional, topics_discussed: list[{topic: string, relevance_score: number}], identified_issues: list[{issue_type: string, severity: string, recommended_action: string}] optional}</format> <data>**CONFIDENTIAL: STAKEHOLDER SENTIMENT ANALYSIS BRIEFING**

**Analysis ID:** SEA-2025-08-13-1990

A new data point, document ID 812489031827850773, was captured by our listening platform from a Public Forum source. The system ingested and processed this item at approximately 2001-09-13T10:29:55.518352Z. The analysis was completed using our NLP model v4.1, which has shown a 3% improvement in sarcasm detection in recent benchmarks. The subject of the feedback was identified as Young-Boyd.

The content of the message reads: "My thoughts on Young-Boyd: unacceptable service. It really makes you think about their stance on partnerships and e-business. Seriously disappointed. #Young-BoydFail #partnerships"
Our sentiment engine has assigned a score of -0.96, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 88.1%. The sentiment appears to be a direct reaction to the 'Phased bi-directional function' Campaign.
The primary themes extracted from the text are: 'e-business' (relevance: 0.97), 'partnerships' (relevance: 0.57). These were derived from lexical triggers such as 'hand' and 'mother', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'emerging_pr_crisis' has been flagged with a 'critical' severity level. The automated protocol suggests we 'escalate_to_pr_team' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-1990</analysis_id><source_platform>Public Forum</source_platform><document_id>812489031827850773</document_id><timestamp>2001-09-13T10:29:55.518352Z</timestamp><extracted_text>My thoughts on Young-Boyd: unacceptable service. It really makes you think about their stance on partnerships and e-business. Seriously disappointed. #Young-BoydFail #partnerships</extracted_text><company_entity>Young-Boyd</company_entity><sentiment_metrics><overall_score>-0.963</overall_score><label>negative</label><confidence>0.8813</confidence><keywords_detected>hand</keywords_detected><keywords_detected>mother</keywords_detected><keywords_detected>page</keywords_detected><keywords_detected>training</keywords_detected></sentiment_metrics><topics_discussed><topic>e-business</topic><relevance_score>0.9724</relevance_score></topics_discussed><topics_discussed><topic>partnerships</topic><relevance_score>0.5707</relevance_score></topics_discussed><campaign_or_event_context>'Phased bi-directional function' Campaign</campaign_or_event_context><identified_issues><issue_type>emerging_pr_crisis</issue_type><severity>critical</severity><recommended_action>escalate_to_pr_team</recommended_action></identified_issues></root>