Problem Statement 1 - Wholesale Customers Analysis Business Context A wholesale distributor operating in different regions of Portugal has information on annual spending of several items in their stores across different regions and channels. The data consists of 440 large retailers’ annual spending on 6 different varieties of productsin 3 different regions (Lisbon, Oporto, Other) and across different sales channel (Hotel, Retail). Objective They want to analyze the data to get a fair idea about the demand of different restaurants which will help them in enhancing their customer experience. Suppose you are a Data Scientist at Foodhub and the Data Science team has shared some of the key questions that need to be answered. Perform the data analysis to find answers to these questions that will help the company to improve the business. Data Description Buyer/Spender- ID's of customers Region- Region of the distributor Fresh- spending on Fresh Vegetables Milk- spending on milk Grocery- spending on grocery Frozen- spending on frozen food Detergents_paper- spending on detergents and toilet paper Delicatessen- spending on instant foods

Problem Statement 1 - Wholesale Customers Analysis Business Context A wholesale distributor operating in different regions of Portugal has information on annual spending of several items in their stores across different regions and channels. The data consists of 440 large retailers’ annual spending on 6 different varieties of productsin 3 different regions (Lisbon, Oporto, Other) and across different sales channel (Hotel, Retail). Objective They want to analyze the data to get a fair idea about the demand of different restaurants which will help them in enhancing their customer experience. Suppose you are a Data Scientist at Foodhub and the Data Science team has shared some of the key questions that need to be answered. Perform the data analysis to find answers to these questions that will help the company to improve the business. Data Description Buyer/Spender- ID's of customers Region- Region of the distributor Fresh- spending on Fresh Vegetables Milk- spending on milk Grocery- spending on grocery Frozen- spending on frozen food Detergents_paper- spending on detergents and toilet paper Delicatessen- spending on instant foods