Monitor data freshness, run diagnostics, and manually add data. Green = data is fresh (updated within 7 days). Yellow = stale (7-30 days). Red = outdated (30+ days).
Each row shows a data source and its freshness. PESP = PE research firm scraper. GDN = dental news scraper. PitchBook = PE deal database. NPPES = CMS national provider registry. ADSO = American Dental Support Organizations member scraper. ADA HPI = official benchmark data.
| Source | Records | Date Range | Last Updated | Status |
|---|---|---|---|---|
| nppes | 13,546 | 2026-04-04T06:59:29.452923 | Current | |
| data_axle | 481 | Current | ||
| manual | 11 | 2026-04-04T06:59:29.403098 | Current |
When each major data source was last imported or refreshed.
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How complete your data is across key fields. Green = 80%+ filled. Yellow = 50-80%. Red = under 50%. Deals with PE sponsor = % of deals where we know the PE firm. Practices classified = % where ownership is known.
Timestamped record of every automated scraper and pipeline run. Shows what ran, what changed, and whether it succeeded. Events are logged by each scraper in the refresh pipeline.
Manually add deals from press releases, update practice ownership when you learn new info, or add new ZIP codes to monitor. All manual entries are tracked with source='manual'.