# Initialize an Exponential Smoothing model
model = ExponentialSmoothing()

# Fit the model to the series
model.fit(series)

# Forecast the next 5 steps
forecast = model.predict(5)

# Visualize the results
series.plot(label='Actual')
forecast.plot(label='Forecast', color='red')