Data Warehouse Designs: Achieving ROI with Market Basket Analysis and Time Variance
Market Basket Analysis (MBA) provides the ability to continually monitor the affinities of a business and can help an organization achieve a key competitive advantage. Time Variant data enables data warehouses to directly associate events in the past with the participants in each individual event. In the past however, the use of these powerful tool
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affinity Analysis BI View Atlanta Iron 35 Basket Analysis application Basket BI Table candy Carrier Terms CDC function Chapter Color Formula Compound Instance Keys context Corr CORR_COUNT Correlation Object data ware data warehouse dimension data dimension row dimension table Driver Object DRIVER_OBJECT_KEY Entity Key Entity_Key ETL Cycle Fact ETL Fact table foreign key hierarchical groups Instance Key value Item table Itemset juxtaposed March 14 Market Basket Analysis Market Basket application Market Basket BI Market Basket ETL Market Basket Query Market Basket Reporting Market Basket Table Metadata metrics Object and Correlation Object Key occur operational data store optimize perform price of gasoline primary key properties or attributes RDBMS recursive join result set row of data row of dimension sample set Simple Instance Keys SQL in Figure Summary table surrogate keys table joins temporal databases tion Transaction table Type 1 dimension unique identifier Update Variant data Variant Solution Design