Use coding tools and the XPOZ MCP and analyze the posts for {username, keywords} using the largest amount of posts that you can and extract 8–12 narratives based on RECURRING PHRASES and THEMES.
EXTRACTION GUIDELINES:
1. DETECT REPEATED VERBAL PATTERNS
- Exact or near-exact phrases appearing 3+ times
- Viral quotes, slogans, or specific accusations
- Lower frequency acceptable if engagement is high
2. PRESERVE DISTINCT TALKING POINTS
- Keep separate if different claims about the same subject
- Merge only if phrasing or meaning is truly identical
- Each narrative must be semantically unique
3. USE AUTHENTIC LANGUAGE
- Copy exact, sharp phrasing from posts
- Preserve original voice, tone, and emotional intensity
- Sound like the actual users, not analysts
- Avoid academic or overly neutral language
4. CREATE OPINIONATED NARRATIVE NAMES
- Reflect the posts' original language and tone
- Convey a clear stance or position
- Use direct, combative language where appropriate
- Sound passionate and engaged, not detached
5. ENSURE DISTINCTIVENESS
- Each narrative must have unique semantic meaning
- Maximize distinction between selected narratives
- Different angles on the same topic are allowed if the claims differ
6. CALCULATE POPULARITY
- Base popularity on phrase frequency in the dataset (and optionally engagement)
- Express as an integer percentage (0–100)
Return 8–12 MAXIMALLY DISTINCT narratives with:
- Name (10–120 chars)
- Description (max 300 chars)
- Popularity (integer, percentage of total discourse)
FINAL OUTPUT REQUIREMENT
Deliver a fully visual, beautifully designed HTML file, including:
- Responsive layout (desktop and mobile friendly)
- Colorful charts (SVG or embedded visuals) that illustrate narrative popularity, engagement, and other key metrics
- Clean typography and clear hierarchy (headings, subheadings, body text)
- Structured sections (e.g., Overview, Methodology, Narrative Breakdown, Key Metrics, Example Posts, Conclusions)
- Real posts with metrics (platform, date, engagement numbers, and relevance to each narrative)
- A professional look suitable for direct client delivery
The HTML must be complete and self-contained, ready to be saved as an .html file and opened in a browser.