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Tutorial: Data Quality Tool

Goals and Symptoms

General Overview of Data Quality


  • Definition of Data Quality

    • Data quality refers to the quality of data. Data are of high quality "if they are fit for their intended uses in operations, decision making and planning" (J.M. Juran). Alternatively, the data are deemed of high quality if they correctly represent the real-world construct to which they refer. These two views can often be in disagreement, even about the same set of data used for the same purpose.

Causes and Fixes

See attached ION Knowledge Base article.
Data Quality Tutorial.doc

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