one of the most time-consuming and difficult parts of forecasting is the collection of valid and reliable data. Data processing personnel are fond of using the expression "garbage in, garbage out". This expression also applies to forecasting. A forecast can be no more accurate than the data on which it is based. The most sophisticated forecasting model will fail if is applied to unreliable data.