Analytics overview
Feed health, validation cadence, and topic momentum.
This view is now structured like a real dashboard surface instead of a placeholder page: cleaner filters, clearer metrics, and chart wrappers that make the analytics feel deliberate and easier to scan.
What you can inspect here
Validation activity over time
Topic momentum and feed health distribution
Exportable snapshots for downstream analysis
Methodology
How the dashboard frames the catalog
Analytics are calculated based on feed validation frequency (used as a proxy for publication activity). Health scores categorize feeds as: Healthy (≥0.8), Moderate (0.5-0.8), or Unhealthy (<0.5). Trending topics are ranked by validation frequency weighted by feed health scores. Data is cached for performance: static metrics (1 hour), dynamic metrics (5 minutes).