A marketing example: Predicting Alcohol Sales
Results depend on definition of ALCOHOL
If you ignore the geographical dimension you will probably get a model dominated by age and life style factors
If you include the geographical dimension you get marked regional differences
If you include the time dimension you get marked seasonal and weekly effects!