weather-demand
# 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)
```bash
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
```bash
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
标签
skill
ai