- Fixed review submission bug (item_id now uses internal database ID)
- Added comprehensive logging to review API endpoint
- Updated analysis report for Jan 1 - Mar 30, 2026 period
- Report includes all 44 manually reviewed posts
- 4 confirmed toxic, 40 false positives (90.9% FP rate)
- Improved table layout: reduced column widths, smaller text
- Fixed horizontal scrolling with max-width override
- All flagged posts now successfully reviewed and stored
Key findings:
- 7,506 posts collected, 3,938 analyzed
- Only 0.10% confirmed toxic (4 of 3,938)
- High false positive rate shows challenge of automated detection
- Most FPs were legitimate political discourse about extremism
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add template compatibility fields to flagged items (item_id, item_type, source_type, text)
- Fix trend data field names (flagged_posts, flagged_mentions instead of flagged_statuses)
- Change trend sort order to ASC for chronological display
- Ensure API endpoint field mapping matches template expectations
Fixes:
- Internal server error on /analysis/flagged
- Empty trend graph (data now loads correctly)
- Hover tooltips now show correct flagged counts
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Fix analysis_helpers stats to match template expectations (posts/replies/mentions breakdown)
- Fix SQL interval syntax in trend query
- Fix URL routing in templates (analysis_flagged, accounts_list)
- Add .claude/ to .gitignore
Analysis dashboard now accessible at http://localhost:8585/analysis🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
