Instructions i) Please use the datasets from A3 folder in the e-learning: US gasoline demand 1995-2005.csv ii) Please use the Google Colab notebook/Microsoft Excel to answer this question iii) Answer ALL the questions: a. Identify which forecasting method is best to forecast the gasoline demand in US considering any existing seasonality/demand. b. Discuss why do you think the forecasted method of choice is best to applied. c. Forecast the demand for gasoline for the next 3 years (20062008) using the selected forecast method. d. Given the actual data is in the following table, calculate the forecast error and discuss your findings