Weather Demand

Weather-driven demand forecasting — correlate temperature with energy/commodity trade flows, Holt-Winters predictions

Weather-Demand Forecasting

Correlate Baltic weather data with commodity trade flows. Holt-Winters time series forecasting. Temperature → energy demand predictions.

Base URL

https://sputnikx.xyz/api/v1/agent

Demand Forecast ($0.10 x402)

curl "https://sputnikx.xyz/api/v1/agent/trade/demand-forecast?reporter=LV&hs2=27&months=6"

Returns: Holt-Winters forecast with confidence intervals for commodity imports.

Weather + Trade Correlation

curl "https://sputnikx.xyz/api/v1/agent/trade/seasonality?reporter=LV&hs2=27"

Returns: Monthly patterns showing temperature-trade correlation.

Use Cases

• Predict heating fuel demand based on weather forecast
• Anticipate commodity import spikes before they happen
• Plan inventory based on seasonal weather patterns
• Analyze climate impact on Baltic trade flows