Time Series

Time Series Forecasting

Predict future values based on historical time series patterns

450K runs

Note: This playground provides simulated output to showcase functionality. No input data is processed or stored on our servers. Use this demo to explore the feature extractor's capabilities before integrating it into your application.

Input

Text Input string

Enter the text you want to process

# forecast_horizon number

Required

Number of time periods to forecast. Default: undefined

# model string

Forecasting model to use. Default: prophet

Output

{
  "forecast": [
    {
      "timestamp": "2023-06-01T00:00:00Z",
      "value": 92.5,
      "confidence_interval": [
        88.3,
        96.7
      ]
    },
    {
      "timestamp": "2023-06-02T00:00:00Z",
      "value": 94.2,
      "confidence_interval": [
        89.8,
        98.6
      ]
    }
  ],
  "horizon": 7,
  "model": "prophet",
  "metrics": {
    "mae": 2.3,
    "rmse": 3.1,
    "mape": 2.8
  }
}