Time Series Forecasting

Input Data (JSON Array)

Forecasting Configuration

Example Input

[
  {
    "date": "2023-01",
    "sales": 1200,
    "revenue": 25000
  },
  {
    "date": "2023-02",
    "sales": 1350,
    "revenue": 28000
  },
  {
    "date": "2023-03",
    "sales": 1100,
    "revenue": 23000
  }
]

Forecasting Methods:

  • Simple Exponential Smoothing: Best for data without clear trend or seasonality
  • Double Exponential Smoothing: Handles data with trend
  • Triple Exponential Smoothing: Handles data with both trend and seasonality
  • Lower RMSE, MAE, and MAPE values indicate better forecast accuracy