Time Series 4 Types of variation in Time series: Secular Trend – Over a long period of time -Consumer price Index Cyclical Fluctuation –Business cycle Seasonal variation – Doctor – Seasons (changes within a year) Irregular variation – Unpredictable, Earth Quake, war etc.