Support

Email support@channelkeys.net. We answer within one business day; data-quality reports usually within hours.

Refresh schedule

The listing refreshes every Sunday at 03:40 US Eastern. META_REFRESH shows when the current data was loaded; META_SOURCE_RUN shows the URL, size, SHA-256 and agency timestamp of every source file behind it. The refresh ledger on the home page shows the same information.

Source cadence

SourceAgency publishesWe pick up
FDA NDC DirectoryDailyWeekly, latest file
FDA Orange Book data filesMonthlyWeekly, latest file
Medicaid State Drug Utilization DataQuarterly, with restatementsWeekly, all published years in the pack
HRSA 340B OPAISDaily exportWeekly snapshot, differences logged
CMS Open PaymentsJune and JanuaryPicked up the week it lands

Reporting a data issue

Send the table name, the key (an NDC-11, application number or 340B ID), what you expected and what you saw. If the agency file is wrong we say so and point to it; if our transformation is wrong we fix it in the next refresh and note it in the listing's release notes.

Requests

Need another public source joined in, a different grain, or a private listing with custom tables? Write to hello@channelkeys.net.

Getting the listing: open Snowflake Marketplace in your account, search for Channel Keys, and choose Get. The database appears in your account under the name you choose; refer to tables as CORE.<TABLE>.