<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-2025-08-13-9667

A new data point, document ID 622240927108647680, was captured by our listening platform from a Reddit source. The system ingested and processed this item at approximately 2009-02-18T11:03:03.376192Z. 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 Kelley, Juarez and Oliver.
Initial classification suggests the author is a(n) 'competitor'. Geolocation data, though imprecise, points towards the Perkinston, Louisiana area. Their digital influence score is calculated at 8457, placing them in the 'High-Impact' tier of stakeholders.

The content of the message reads: "My thoughts on Kelley, Juarez and Oliver: broken promises. It really makes you think about their stance on bandwidth and e-commerce. Seriously disappointed. #Kelley,Fail #bandwidth"
Our sentiment engine has assigned a score of -0.89, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 91.6%.
The primary themes extracted from the text are: 'bandwidth' (relevance: 0.81), 'e-commerce' (relevance: 0.57). These were derived from lexical triggers such as 'end' and 'feel', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'product_quality_complaint' 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-2025-08-13-9667</analysis_id><source_platform>Reddit</source_platform><document_id>622240927108647680</document_id><timestamp>2009-02-18T11:03:03.376192Z</timestamp><extracted_text>My thoughts on Kelley, Juarez and Oliver: broken promises. It really makes you think about their stance on bandwidth and e-commerce. Seriously disappointed. #Kelley,Fail #bandwidth</extracted_text><company_entity>Kelley, Juarez and Oliver</company_entity><sentiment_metrics><overall_score>-0.8871</overall_score><label>negative</label><confidence>0.9163</confidence><keywords_detected>end</keywords_detected><keywords_detected>feel</keywords_detected><keywords_detected>learn</keywords_detected><keywords_detected>magazine</keywords_detected><keywords_detected>stage</keywords_detected><emotions_detected><type>sadness</type><score>0.8177</score></emotions_detected><emotions_detected><type>anger</type><score>0.5721</score></emotions_detected></sentiment_metrics><topics_discussed><topic>bandwidth</topic><relevance_score>0.808</relevance_score></topics_discussed><topics_discussed><topic>e-commerce</topic><relevance_score>0.5707</relevance_score></topics_discussed><stakeholder_profile><type>competitor</type><location>Perkinston, Louisiana</location><influence_score>8457</influence_score></stakeholder_profile><identified_issues><issue_type>product_quality_complaint</issue_type><severity>critical</severity><recommended_action>escalate_to_pr_team</recommended_action></identified_issues></root>