Observed arrival · 2026-11-05
Channel Keys: pharma reference data for Snowflake
Channel Keys combines five federal pharmaceutical data sources into linked tables delivered inside a customer’s Snowflake account, with weekly refreshes.
○Open
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$Paid
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Pharma analysts joining reference datasets
- Worth noticing
- Open Payments manufacturer matching exposes its method and score, leaving buyers to choose the threshold.
Field notes
The source inventory gives a different cadence for each dataset: the NDC Directory is checked weekly, Medicaid utilization is quarterly with restatements, and Open Payments is updated twice a year. The page also describes a crosswalk from 10-digit NDC formats found in claims and other feeds to NDC-11, plus exposed method and score details for matching Open Payments manufacturers to labelers.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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