🔔 Alerts & Emerging Insights
Anomaly detection + topic emergence · Updated automatically · $0 API cost
Active Alerts
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Emerging Topics
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Anomaly AlertsZ-score · 90-day rolling baseline
✓ All signals within normal range
No category has spiked above baseline in the last 90 days. Alerts will appear here automatically when anomalies are detected.
How it works: Scans 90 days of signal history per category. Flags any day where volume exceeds the 28-day rolling average by 2× or more. No API cost — runs on your Supabase data.
Emerging Topic ClustersTF-IDF · 0 clusters found
No topic clusters yet
Click "Refresh Topics" above to run the analysis. Needs at least 10 signals to detect patterns.
How it works: Groups signals by shared key terms using TF-IDF scoring. "Emerging" = cluster where 40%+ of signals appeared in the last 14 days. Early warning for issues rising before clinical research notices them.