Exam 10: Data Quality and Integration

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What are the key steps in a data quality program?

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Data governance can be defined as:

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After the extract,transform,and load is done on data,the data warehouse is never fully normalized.

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High quality data are data that are:

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Improving ________ is a fundamental step in data quality improvement.

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One characteristic of quality data which pertains to the expectation for the time between when data are expected and when they are available for use is:

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User interaction integration is achieved by creating fewer ________ that feed different systems.

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A data steward is a person assigned the responsibility of ensuring the organizational applications properly support the organization's enterprise goals for data quality.

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Completeness means that all data that must have a ________ does have a ________.

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In the ________ approach,one consolidated record is maintained from which all applications draw data.

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Data quality is important for all of the following reasons EXCEPT:

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A data quality audit helps an organization understand the extent and nature of data quality problems.

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The uncontrolled proliferation of spreadsheets,databases and repositories leads to data quality problems.

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Which type of index is commonly used in data warehousing environments?

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A method of capturing only the changes that have occurred in the source data since the last capture is called ________ extract.

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Master data management is the disciplines,technologies and methods to ensure the currency,meaning and quality of data within one subject area.

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Quality data does not have to be unique.

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All of the following are ways to consolidate data EXCEPT:

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A method of capturing data in a snapshot at a point in time is called ________ extract.

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Quality data can be defined as being:

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