Global Agricultural Productivity - Country Score

Aggregate World Bank, USDA, UN Comtrade, NOAA, FAO data for any country. Returns food production index, agricultural land %, crop productivity, fertilizer use, farm employment + 0-100 agricultural productivity score.

Data Sources

All data is publicly available under permissive open licenses:

• The World Bank (CC-BY 4.0) — 5 agriculture indicators:

  • AG.PRD.FOOD.XD (Food production index, 2004-2006=100)
  • AG.LND.AGRI.ZS (Agricultural land as % of total land)
  • AG.YLD.CREL.KG (Cereal yield, kg per hectare)
  • AG.CON.FERT.ZS (Fertilizer consumption, % of arable land)
  • SL.AGR.EMPL.ZS (Agriculture employment, % of total employment)

• USDA FoodData Central (Public Domain) — Nutritional/food availability data

• UN Comtrade (CC-BY 3.0 IGO) — Agricultural trade statistics (cereals HS 10, fruit/veg HS 08)

• NOAA (Public Domain) — Climate indicators for agriculture (precipitation, temperature)

• FAO STAT (CC-BY 4.0) — Agricultural production and crop statistics

Input

{
  "countryCode": "US",
  "includeHistorical": true,
  "verbose": false
}

Field	Required	Type	Example	Description
countryCode	Yes	string	"US", "BR", "IN"	ISO 2-letter country code
includeHistorical	No	boolean	true	Include 3-year historical trends (default: true)
verbose	No	boolean	false	Include detailed metadata (default: false)

Output

{
  "countryCode": "US",
  "countryName": "United States",
  "agProductivityScore": 78.5,
  "indicators": {
    "foodProduction": 125.3,
    "agLand": 44.2,
    "cerealYield": 4720,
    "fertilizer": 6.8,
    "agEmployment": 1.3
  },
  "tradeData": {
    "cerealExportValue": 8920000000,
    "fruitVegetableExportValue": null,
    "cerealImportValue": null
  },
  "weatherData": null,
  "faoData": {...},
  "dataAvailability": {
    "worldBank": true,
    "usda": true,
    "comtrade": true,
    "noaa": false,
    "fao": true
  },
  "successfulSourceCount": 4,
  "disclaimer": "...",
  "sources": [...],
  "timestamp": "2024-03-15T10:30:00Z"
}

Productivity Score (0-100)

The agProductivityScore is a weighted composite of 5 World Bank indicators:

Indicator	Weight	Optimal Range	Formula
Food Production Index	25%	100+ (baseline 2004-2006)	min(100, production * 0.5)
Cereal Yield	25%	4000+ kg/ha	min(100, yield / 4000 * 100)
Fertilizer Use	20%	1-2% of arable land	min(100, consumption * 10)
Agricultural Land	15%	~40% of total	100 - abs(land - 40) * 1.5
Farm Employment	15%	<10% of labor force	100 - employment * 2

Null score = No World Bank data available. Caller is responsible for interpreting missing data.

Pricing

• Event name: agriculture_query
• Price: $0.16 per successful query
• Charge condition: At least 1 of 5 data sources returned data
• No charge if: All upstream sources failed or returned null

Legal Notice

⚠️ NOT investment or farming advice.

This Actor provides statistical aggregation and historical data analysis only:

• Does NOT recommend farming practices or crop selection
• Does NOT guarantee data accuracy or crop yield predictions
• Does NOT constitute agricultural, economic, or investment advice
• Users are responsible for verifying data with original sources
• Historical data does not predict future agricultural productivity

All source data is redistributed under the original license terms with attribution.
Data retrieved in real-time; not cached or stored by this Actor.

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Attribution: "Data sources: The World Bank (CC-BY 4.0), USDA (PD), UN Comtrade (CC-BY 3.0 IGO), NOAA (PD), FAO (CC-BY 4.0)"

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