Data Warehouse Designs: Achieving ROI with Market Basket Analysis and Time Variance, 1st Edition (Paperback) book cover

Data Warehouse Designs

Achieving ROI with Market Basket Analysis and Time Variance, 1st Edition

By Fon Silvers

Auerbach Publications

296 pages | 50 B/W Illus.

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New in Paperback: 9781138374577
pub: 2019-06-17
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Description

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 tools in tandem led to performance degradation and resulted in unactionable and even damaging information.

Data Warehouse Designs: Achieving ROI with Market Basket Analysis and Time Variance presents an innovative, soup-to-nuts approach that successfully combines what was previously incompatible, without degradation, and uses the relational architecture already in place. Built around two main chapters, Market Basket Solution Definition and Time Variant Solution Definition, it provides a tangible how-to design that can be used to facilitate MBA within the context of a data warehouse.

  • Presents a solution for creating home-grown MBA data marts
  • Includes database design solutions in the context of Oracle, DB2, SQL Server, and Teradata relational database management systems (RDBMS)
  • Explains how to extract, transform, and load data used in MBA and Time Variant solutions

The book uses standard RDBMS platforms, proven database structures, standard SQL and hardware, and software and practices already accepted and used in the data warehousing community to fill the gaps left by most conceptual discussions of MBA. It employs a form and language intended for a data warehousing audience to explain the practicality of how data is delivered, stored, and viewed. Offering a comprehensive explanation of the applications that provide, store, and use MBA data, Data Warehouse Designs provides you with the language and concepts needed to require and receive information that is relevant and actionable.

Table of Contents

Data Warehouse ROI

What is Market Basket Analysis?

How does Market Basket Analysis produce ROI?

Why is Market Basket Analysis difficult?

Market Basket Solution Definition

Database Design Strategies

ETL into a Market Basket Datamart

What is Time Variance?

How does Time Variance produce ROI?

Problem Definition

Time Variant Solution Design for Type 1 and 2 Time Variant Data

Database Design Strategies

ETL into a Time Variant Data Warehouse

Combine Time Variant Design with Market Basket Analysis

About the Author

Fon Silvers is a Data Warehouse ETL Analyst and Data Warehouse Support Team Lead in a Fortune 500 company. His first book was Building and Maintaining a Data Warehouse. Fon can be found at LinkedIn (http://www.linkedin.com/in/fonsilvers) and his Amazon Author page (http://www.amazon.com/FonSilvers/e/B001JRVJMG/ref=ntt_athr_dp_pel_pop_1).

Subject Categories

BISAC Subject Codes/Headings:
COM021000
COMPUTERS / Database Management / General
COM032000
COMPUTERS / Information Technology