Follow the 4 steps to generate the de-seasonalized data:

1. Estimate seasonal factors
2. Build de-seasonalized series
3. Make a forecast using de-seasonalized series (moving average method)
4. Multiple the forecast by the appropriate seasonal factors to obtain a final forecast.

Deaseasonalized Series Deaseasonalized Series