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docs: add Community Phase 2.1 Analytics implementation report
Complete implementation verification for concept AI: - All 6 API endpoints implemented - All 6 React components implemented - SCSS styling with BEM convention - Responsive design (3 breakpoints) - Sidebar navigation integration Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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docs/reports/community-phase2-analytics-complete.md
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# Community Management Phase 2.1 - Analytics Dashboard
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## Implementierungsbericht für Konzept-KI
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**Datum:** 16. Januar 2026
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**Status:** ✅ Vollständig implementiert
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**Entwickler:** Claude Code (Opus 4.5)
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---
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## Zusammenfassung
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Das Analytics Dashboard für das Community Management System wurde vollständig implementiert. Es bietet eine umfassende Performance-Übersicht aller Social-Media-Kanäle mit Echtzeit-Metriken, Sentiment-Analyse und Trend-Vergleichen.
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---
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## Implementierte Komponenten
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### 1. Dependencies
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| Paket | Version | Zweck |
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|-------|---------|-------|
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| recharts | ^3.6.0 | Chart-Bibliothek für Visualisierungen |
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| date-fns | ^4.1.0 | Datumsberechnungen |
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### 2. Verzeichnisstruktur
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```
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src/
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├── app/(payload)/
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│ ├── admin/views/community/
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│ │ ├── inbox/ # Phase 1 - Inbox
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│ │ │ ├── page.tsx
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│ │ │ ├── CommunityInbox.tsx # 1521 Zeilen
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│ │ │ └── inbox.scss # 22KB
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│ │ └── analytics/ # Phase 2.1 - Analytics
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│ │ ├── page.tsx
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│ │ ├── AnalyticsDashboard.tsx # 142 Zeilen
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│ │ ├── analytics.scss # 685 Zeilen
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│ │ └── components/
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│ │ ├── KPICards.tsx
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│ │ ├── SentimentTrendChart.tsx
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│ │ ├── ResponseMetrics.tsx
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│ │ ├── ChannelComparison.tsx
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│ │ ├── TopContent.tsx
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│ │ └── TopicCloud.tsx
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│ └── api/community/
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│ ├── stats/route.ts # Basis-Statistiken
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│ ├── export/route.ts # PDF/Excel/CSV Export
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│ ├── reply/route.ts # Antworten senden
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│ ├── sync-comments/route.ts # YouTube Sync
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│ └── analytics/
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│ ├── overview/route.ts
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│ ├── sentiment-trend/route.ts
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│ ├── response-metrics/route.ts
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│ ├── channel-comparison/route.ts
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│ ├── top-content/route.ts
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│ └── topic-cloud/route.ts
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└── components/admin/
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├── CommunityNavLinks.tsx # Sidebar Navigation
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└── CommunityNavLinks.scss
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```
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### 3. API Endpoints
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#### Analytics Endpoints (6 Stück)
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| Endpoint | Methode | Beschreibung |
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|----------|---------|--------------|
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| `/api/community/analytics/overview` | GET | KPI-Übersicht mit Vergleich zur Vorperiode |
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| `/api/community/analytics/sentiment-trend` | GET | Sentiment-Verlauf über Zeit |
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| `/api/community/analytics/response-metrics` | GET | Antwortzeiten und -raten |
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| `/api/community/analytics/channel-comparison` | GET | Kanalvergleich |
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| `/api/community/analytics/top-content` | GET | Top-performender Content |
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| `/api/community/analytics/topic-cloud` | GET | Themen-Aggregation |
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#### Query Parameter (alle Endpoints)
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| Parameter | Werte | Default | Beschreibung |
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|-----------|-------|---------|--------------|
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| period | 7d, 30d, 90d | 30d | Zeitraum |
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| channel | all, {id} | all | Kanal-Filter |
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### 4. React Komponenten
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#### KPICards.tsx
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- 5 KPI-Karten: Interaktionen, Response Rate, Antwortzeit, Sentiment, Med. Anfragen
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- Trend-Vergleich zur Vorperiode (↑/↓ Indikatoren)
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- Loading-Skeletons und Error-States
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#### SentimentTrendChart.tsx
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- Recharts ComposedChart
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- Stacked Area für 6 Sentiment-Typen
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- Line für Durchschnitts-Score
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- Dual Y-Achsen (Anzahl links, Score rechts)
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#### ResponseMetrics.tsx
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- Median Response Time mit Fortschrittsbalken
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- Resolution Rate, Escalation Rate, Template-Nutzung
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- Aufschlüsselung nach Priorität (urgent/high/normal/low)
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- Zielwerte mit visueller Bewertung
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#### ChannelComparison.tsx
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- Tabellarischer Vergleich aller Kanäle
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- Metriken: Interaktionen, Sentiment, Response Rate, Antwortzeit
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- Top-Themen pro Kanal
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#### TopContent.tsx
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- Top 10 Content nach Sortierung
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- Sortieroptionen: Kommentare, Sentiment, Med. Anfragen
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- Thumbnail-Vorschau, Kanal, Themen-Tags
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#### TopicCloud.tsx
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- Tag-Cloud mit dynamischer Größenskalierung
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- Farbcodierung nach Sentiment (grün/grau/rot)
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- Hover-Tooltips mit Details
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- Legende
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### 5. SCSS Styling
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- **685 Zeilen** analytics.scss
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- BEM-Konvention (Block__Element--Modifier)
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- Payload UI CSS-Variablen (`--theme-elevation-X`)
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- Responsive Breakpoints: 480px, 768px, 1024px, 1200px
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- Dark Mode Support
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---
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## Datenbank-Collections
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### Community Management Collections
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| Collection | Slug | Beschreibung |
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|------------|------|--------------|
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| SocialPlatforms | social-platforms | Plattform-Definitionen (YouTube, Instagram, etc.) |
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| SocialAccounts | social-accounts | Verknüpfte Konten pro Kanal |
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| CommunityInteractions | community-interactions | Kommentare, DMs, Erwähnungen |
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| CommunityTemplates | community-templates | Antwort-Vorlagen |
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| CommunityRules | community-rules | Automatisierungsregeln |
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### CommunityInteractions Schema (Auszug)
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```typescript
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{
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platform: Relation<SocialPlatforms>
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socialAccount: Relation<SocialAccounts>
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linkedContent?: Relation<YouTubeContent>
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type: 'comment' | 'reply' | 'dm' | 'mention' | 'review' | 'question'
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author: { name, handle, isVerified, isSubscriber, subscriberCount }
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message: string
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analysis: {
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sentiment: 'positive' | 'neutral' | 'negative' | 'question' | 'gratitude' | 'frustration'
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sentimentScore: number // -1.0 bis +1.0
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confidence: number // 0-100%
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topics: Array<{ topic: string }>
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suggestedReply?: string
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}
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flags: { isMedicalQuestion, requiresEscalation, isSpam, isFromInfluencer }
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status: 'new' | 'in_review' | 'waiting' | 'replied' | 'resolved' | 'archived' | 'spam'
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priority: 'urgent' | 'high' | 'normal' | 'low'
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response?: { text, usedTemplate, sentAt, sentBy }
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}
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```
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---
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## Admin UI Integration
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### Navigation
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Die Community Views sind über die Admin-Sidebar erreichbar:
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```
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Admin Panel
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└── Community (afterNavLinks)
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├── 📥 Community Inbox → /admin/views/community/inbox
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└── 📊 Community Analytics → /admin/views/community/analytics
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```
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**Implementierung:** `CommunityNavLinks.tsx` registriert via `payload.config.ts`:
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```typescript
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admin: {
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components: {
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afterNavLinks: ['@/components/admin/CommunityNavLinks#CommunityNavLinks'],
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},
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}
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```
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### URL-Struktur
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| View | URL | Beschreibung |
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|------|-----|--------------|
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| Inbox | /admin/views/community/inbox | Interaktionen verwalten |
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| Analytics | /admin/views/community/analytics | Performance-Dashboard |
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---
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## Features nach Prompt-Anforderungen
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### Deliverables Checklist
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| # | Anforderung | Status |
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|---|-------------|--------|
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| 1 | Alle 6 API-Endpoints funktionsfähig | ✅ |
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| 2 | Dashboard-View unter `/admin/views/community/analytics` | ✅ |
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| 3 | Alle 6 Komponenten implementiert | ✅ |
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| 4 | SCSS vollständig mit BEM-Konvention | ✅ |
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| 5 | Mobile-responsiv (3 Breakpoints) | ✅ |
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| 6 | Keine TypeScript-Fehler | ✅ |
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| 7 | Loading & Error States | ✅ |
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### Testfälle
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| Test | Status |
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|------|--------|
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| Dashboard lädt unter `/admin/views/community/analytics` | ✅ |
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| Period-Filter (7d/30d/90d) aktualisiert alle Komponenten | ✅ |
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| Channel-Filter funktioniert | ✅ |
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| KPI-Vergleiche zeigen Trends | ✅ |
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| Sentiment-Chart rendert alle 6 Typen | ✅ |
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| Response-Metriken zeigen alle 7 Status | ✅ |
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| Channel-Vergleich zeigt aktive Accounts | ✅ |
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| Top-Content-Sortierung funktioniert | ✅ |
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| Topic-Cloud skaliert korrekt | ✅ |
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| Mobile Layout (< 768px) | ✅ |
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| Tablet Layout (768px - 1024px) | ✅ |
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| Leere Daten graceful gehandelt | ✅ |
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| API-Fehler zeigen Feedback | ✅ |
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---
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## Architektur-Diagramm
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ Admin Panel (Next.js) │
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├─────────────────────────────────────────────────────────────────┤
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│ │
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│ ┌─────────────────────┐ ┌─────────────────────────────┐ │
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│ │ Community Inbox │ │ Analytics Dashboard │ │
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│ │ (CommunityInbox) │ │ (AnalyticsDashboard) │ │
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│ │ │ │ │ │
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│ │ • Filter & Search │ │ • KPICards │ │
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│ │ • Interaction List │ │ • SentimentTrendChart │ │
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│ │ • Detail View │ │ • ResponseMetrics │ │
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│ │ • Reply Editor │ │ • ChannelComparison │ │
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│ │ • Export Modal │ │ • TopContent │ │
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│ │ │ │ • TopicCloud │ │
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│ └─────────┬───────────┘ └──────────────┬──────────────┘ │
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│ │ │ │
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├────────────┼───────────────────────────────┼────────────────────┤
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│ │ API Routes (Next.js) │ │
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│ ▼ ▼ │
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│ ┌─────────────────────────────────────────────────────────┐ │
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│ │ /api/community/ │ │
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│ │ ├── stats/ ├── analytics/overview/ │ │
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│ │ ├── export/ ├── analytics/sentiment-trend/ │ │
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│ │ ├── reply/ ├── analytics/response-metrics/ │ │
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│ │ └── sync-comments/ ├── analytics/channel-comparison/ │ │
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│ │ ├── analytics/top-content/ │ │
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│ │ └── analytics/topic-cloud/ │ │
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│ └─────────────────────────────────────────────────────────┘ │
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│ │ │
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├──────────────────────────────┼──────────────────────────────────┤
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│ ▼ │
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│ ┌─────────────────────────────────────────────────────────┐ │
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│ │ Payload CMS Local API │ │
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│ │ │ │
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│ │ payload.find({ collection: 'community-interactions' }) │ │
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│ │ payload.find({ collection: 'social-accounts' }) │ │
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│ │ payload.find({ collection: 'youtube-content' }) │ │
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│ └─────────────────────────────────────────────────────────┘ │
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│ │ │
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├──────────────────────────────┼──────────────────────────────────┤
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│ ▼ │
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│ ┌─────────────────────────────────────────────────────────┐ │
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│ │ PostgreSQL 17 │ │
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│ │ │ │
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│ │ community_interactions social_platforms │ │
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│ │ social_accounts community_templates │ │
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│ │ community_rules youtube_content │ │
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│ └─────────────────────────────────────────────────────────┘ │
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└─────────────────────────────────────────────────────────────────┘
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```
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---
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## Performance-Hinweise
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1. **API Caching:** Responses können für 5 Minuten gecacht werden
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2. **Pagination:** Bei >10k Interactions ggf. direkte SQL-Aggregation
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3. **Lazy Loading:** Charts laden erst bei Sichtbarkeit
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---
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## Nächste Schritte (Phase 2.2+)
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1. **YouTube API Integration** - Automatischer Comment-Sync
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2. **Rules Engine Erweiterung** - Mehr Trigger-Optionen
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3. **Scheduled Reports** - Automatische E-Mail-Reports
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4. **Real-time Updates** - WebSocket für Live-Metriken
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5. **AI Reply Suggestions** - Claude Integration für Antwortvorschläge
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---
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## Dateien für Review
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| Datei | Zeilen | Beschreibung |
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|-------|--------|--------------|
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| CommunityInbox.tsx | 1521 | Haupt-Inbox-Komponente |
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| AnalyticsDashboard.tsx | 142 | Dashboard-Layout |
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| analytics.scss | 685 | Dashboard-Styles |
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| KPICards.tsx | ~160 | KPI-Karten |
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| SentimentTrendChart.tsx | ~130 | Recharts-Integration |
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| ResponseMetrics.tsx | ~175 | Metriken-Anzeige |
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| ChannelComparison.tsx | ~115 | Kanal-Tabelle |
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| TopContent.tsx | ~140 | Content-Liste |
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| TopicCloud.tsx | ~95 | Tag-Cloud |
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**Gesamt:** ~3100 Zeilen Code (ohne API-Routes)
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---
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*Generiert von Claude Code (Opus 4.5) am 16. Januar 2026*
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