Running Head: DATA MINING AND STATISTICAL ANALYSISData Mining and Statistical AnalysisName of StudentInstitution Affiliation1DATA MINING AND STATISTICAL ANALYSISData Mining and Statistical AnalysisThe consideration of the developing a secure database using the PostgreSQL can besophisticated. The creation of a data warehouse database following the procedures andscreenshots below:2DATA MINING AND STATISTICAL ANALYSISThe outcome of the data warehouse creation is further provided as follows:The provision of data analysis and interpretation, as well as configuration within a defineddatabase, is best outlaid by the involvement of PostgreSQL which works more efficiently. Itssimplicity determines the effectiveness of PostgreSQL in the procedures that are involved inanalyzing data (Patrick, 2017).Star Schema Design3DATA MINING AND STATISTICAL ANALYSIS4Fact and Dimension TablesProductIDTimeIDStoreIDSalesAmount (000)AW20090001001$6982050200$78AX2019There are different factors to consider when analyzing and interpreting data in aProgreSQL system illustrated above. The provisions are distant to the determination of theresults identified but are closely matching to the desired customer information. Thedevelopment of a customer portfolio would require the combination and comparison of all theexisting company information regarding inventory management and the supply chain system.It will ensure that each customer portf ...
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