This document discusses the process of identifying a relevant time series for forecasting Danish tourists to Australia. It explores the systematic components of the time series, including trend, seasonality, cyclical variation, and irregular movement. The document also examines the economic and environmental factors influencing the time series and suggests appropriate methods for smoothing the data. Additionally, it provides insights into evaluating and selecting the optimal model for forecasting the time series.