Statistical analysis techniques were applied to understand the sales distribution and sales patterns (trends, seasonality etc.) across products, stores, and geographies. Additionally, the dependence of sales on various parameters like stocking pattern, weather, tourist behavior, promotion etc. were analyzed and quantified to understand the causal relationships for consequent incorporation in the model.