The retail world is becoming increasingly competitive as companies fight for consumers' money through a variety of channels. Online shopping has completely changed the way the world operates, as people can now do their shopping from the comfort of a chair in their family room, or at a coffee shop on their lunch break. Desktop purchases are still significantly higher than those with hand held devices, but the gap is closing. Shopping habits continue to change Since 2000, fully