Data coverage.
As it actually is.
Internal reference. A source is marked live only when an attributed production adapter supplies a visible Harvest Tally surface.
Source register
USDA AMSPartialDaily / weekly, report-specific
USDA AMS grain bids through AgTransport and public LMPR report metadata are live. Other MyMarketNews series need verified report schemas.
USDA NASSPartialReport-specific
Official NASS RSS headlines are live. Quick Stats production, acreage, yield and conditions require a server-only key.
USDA FASEmptyWeekly / monthly
PSD, ESR and GATS need a production ingestion store; ESR requires a free key.
USDA AMS / FGIS inspectionsPartialWeekly
Live export-inspection observations for corn, soybeans, wheat, sorghum, rice, and oats. Other commodities are not mapped.
USDA ERSEmptyAnnual / report-specific
Cost-of-production series have not been normalized for farm-specific calculations.
USDA AgTransport freightEmptyWeekly
Freight series are not yet connected to a visible logistics widget.
US Census International TradeEmptyMonthly
HS-code trade adapter requires a free server-only key and scope validation.
UN ComtradeEmptyMonthly / annual
World trade adapter requires a free key, rate-limit handling and redistribution review.
FAOSTATEmptyDataset-specific
Global production and trade adapter has not been connected.
World Bank Pink SheetEmptyMonthly
Official benchmark series are not yet parsed into the production app.
FRED / IMF seriesEmptyDaily / monthly
Macro and benchmark series require a free server-only key.
EIA Open DataEmptyWeekly
Ethanol series require a free server-only key.
NOAA National Weather ServiceEmptyHourly / daily
Representative-region forecast mapping is not yet connected.
NOAA Climate Prediction CenterEmptyDaily
6–10 and 8–14 day outlook parser is not yet connected.
US Drought MonitorEmptyWeekly
State-area drought data is not yet connected.
CFTC Commitments of TradersEmptyWeekly
Contract mapping exists in research but is not connected to the production app.
USDA OCE / ESMIS WASDEPartialMonthly
Official release calendar and validated corn farm-price projection are live. Other fields await source-field validation.
Commodity × source matrix
| Commodity | AMS | NASS | FAS | FGIS | ERS | TRANSPORT | CENSUS | COMTRADE | FAOSTAT | WORLDBANK | FRED | EIA | NWS | CPC | DROUGHT | CFTC | WASDE |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Corn | Live | Partial | Empty | Live | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Live |
| Soybeans | Live | Partial | Empty | Live | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Wheat | Live | Partial | Empty | Live | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Soybean Meal | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Soybean Oil | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Sorghum | Partial | Partial | Empty | Live | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Oats | Partial | Partial | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Rice | Partial | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Barley | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Dry Edible Beans | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Sunflower Seed | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Canola | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Live Cattle | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Feeder Cattle | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Lean Hogs | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Pork Cuts | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Broilers | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Turkeys | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Eggs | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Milk (Class III) | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Cheese | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Butter | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Cotton | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Hay | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Peanuts | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Almonds | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Tobacco | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Sugar | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Partial |
| Coffee | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |
| Cocoa | Empty | Partial | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty | Empty |