I am new to the time series with using the SARIMA model, and I followed the tutorial to build the model and trying to forecast the future trend. The thing goes well at the b
This happen when your data doesn't have strong seasonality and model finds difficult to predict the future there fore it simply take average of your previous values and predict as future. There fore you are getting straight line.