Interactive explorer with 6 tabs:
- ASP Pricing: product-level time series with $127.28 flat rate line
- Market: manufacturer revenue bar chart, product category breakdown
- Geographic: state spend/bene, MAC jurisdiction comparison
- Setting: specialty x setting spend analysis
- Anomaly: provider risk scatter (volume vs intensity z-scores)
- Evidence: source distribution, study characteristics summary
Snippet: skin-subs-connect.py for quick DuckDB table inventory.
Updated snippet count test from 10 to 11.
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