Common time series patterns Purely Random Error- Increasing Linear Trend puewa No Recognizable Pattern puewa 0 Time Time Seasonal Pattern Seasonal Pattern plus puew Linear Growth puew Time Time 1212 Common time series patterns Time Time Time Demand Time Demand Demand Demand Purely Random Error - No Recognizable Pattern Increasing Linear Trend Seasonal Pattern Seasonal Pattern plus Linear Growth