1.Other variables that are kept constant are weather, location and quality.
2.It is due to the high population in the city as compared to other towns in the country.
3.It may be due to difference in price, good customer relations and some shops may be offering after sale services.
4.The weather during the period might be the one requiring the use of umbrella i.e rainy season.
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