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MOTORCYCLE INDUSTRY Huan Truong Thy PhamNguyen Omer Demir Data Warehouse Project
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Presentation 3 Implementation in SQL Server OLAP
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Star Schema
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Time_by_day PKtime_id the_date the_day the_month the_year day_of_month week_of_year month_of_year quarter Dealer PKdealer_id FKregion_id dealer_number dealer_name dealer_addr dealer_city dealer_state dealer_zipcode dealer_country dealer_manager dealer_phone dealer_fax Product PKproduct_id FKproduct_class_id product_name SKU MSRP gender color size length weight fuel_capacity oil_capacity online_purchase desc Region PKregion_id sales_city sales_state sales_district sales_region sales_country Product_class PKproduct_class_id product_subcategory product_category product_line product_department Sales_fact PK,FK product_id time_id dealer_id units_sold sales_amount has belongs to has belongs to has is of has is of has is of Database Design
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Building the Sales cube
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Meta Data of the Sales cube
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Total sale of a particular product and the quantity sold, by the store, identifying the state
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Total sale of all products, per month, for a particular dealer in a state
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Total sale of each store, per state
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Total sale in a category of products, for each store of a state
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Total sale of each product for the whole country
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Total sale of each store, per quarter, for a state
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Building the Average Sale Calculated Member
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Average sale per transaction, per store, for all states
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Average sale per transaction by product department
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Decision Tree
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Conclusion Average Sales per transaction, per dealer for all countries is from $4,367 to $4,612 Among the motorcycle product lines, Touring is the most favorite (highest sales amount) Among the U.S regions, Northwest contributes the most to the total sales
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Conclusion Based on decision tree, Sporster and Touring product lines are potentially increased in the future (probability of 24.93% and 24.65% of 16,116 cases, respectively). The Western Europe customers likely to be more and more interesting in this brand. Therefore, this market should be expanded in the next few years.
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Thank you
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