Data Quality

The Accuracy Dimension

By: Olson

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Paperback | 26 December 2002

At a Glance

Paperback
314 Pages

Dimensions(cm)
22.86 x 15.24 x 1.68

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Data Quality: The Accuracy Dimension is about assessing the quality of corporate data and improving its accuracy using the data profiling method. Corporate data is increasingly important as companies continue to find new ways to use it. Likewise, improving the accuracy of data in information systems is fast becoming a major goal as companies realize how much it affects their bottom line. Data profiling is a new technology that supports and enhances the accuracy of databases throughout major IT shops. Jack Olson explains data profiling and shows how it fits into the larger picture of data quality.

* Provides an accessible, enjoyable introduction to the subject of data accuracy, peppered with real-world anecdotes.

* Provides a framework for data profiling with a discussion of analytical tools appropriate for assessing data accuracy.

* Is written by one of the original developers of data profiling technology.

* Is a must-read for any data management staff, IT management staff, and CIOs of companies with data assets.

Industry Reviews

"Jack Olson's contribution represents the superb blend of theory and guidance from a master practitioner." --Peter Aiken

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Graphical & Digital Media Applications 3D Graphics & Modelling Engineering & Technology Technology in General Computer Hardware Maintenance & Repairs Computer Programming & Software Development Database Programming Business Applications

Enterprise Software Library & Info Sciences Library Business & Management Operational Research

Preface
Acknowledgements
Forward
Understanding Data Accuracy: The Data Quality Problem
Definition of Accurate Data
Sources of Inaccurate Data
Implementing a Data Quality Assurance Program: Data Quality Assurance
Data Quality Issues Management
The Business Case for Accurate Data
Data Profiling Technology: Data Profiling Overview
Column Property Analysis
Structure Analysis
Single Data Rule Analysis
Complex Object Data Rule Analysis
Value Rule Analysis
Summary
Appendixes : Example of Column Properties, Data Structure, Data Rules and Value Rules
Content of Data Profiling Repository
Bibliography
Index
Table of Contents provided by Publisher. All Rights Reserved.

Data Quality

The Accuracy Dimension

At a Glance

Paperback

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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