Implements comprehensive toxicity analysis following the Bluesky collector architecture:
- Analyzer module with async batch processing using GPT-4o-mini
- Database schema for toxicity scores and analysis run tracking
- 12 toxicity categories (toxic, threat, hate_speech, racism, antisemitism, islamophobia, sexism, homophobia, insult, dehumanization, extremism, ableism)
- Web interface routes for analysis dashboard and flagged content review
- Manual review API endpoint for human validation
- Analysis helper functions for database queries
- Dutch language support with coded political term recognition
Usage:
docker exec mastodon-collector-collector-1 python -m app.analyzer
See TOXICITY_ANALYSIS.md for full documentation.
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Co-Authored-By: Claude <noreply@anthropic.com>
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