In this report, we will perform a time series analysis of Melbourne’s average monthly temperatures. Firstly we will examine the time series and attempt to specify a model to fit historic temperature variations. After this, we will use the selected model to forecast the next 10 years of Melbourne’s monthly average temperatures.