Q. When can data be considered to have quality?

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Q. What is data quality in a data warehouse related to?

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Q. What are data accuracy and data quality often concentrated on in operational systems?

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Q. What can a vague concept of data quality lead to?

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Q. In a data warehouse, what problems may arise when certain data is not given much attention in the source systems?

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Q. What is the definition of data accuracy in the context of data quality?

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Q. What does domain integrity refer to in data quality?

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Q. What does data type refer to in data quality?

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Q. What is consistency in data quality?

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Q. How is redundancy addressed in data quality?

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Q. What does completeness refer to in data quality?

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Q. What does conformance to business rules relate to in data quality?

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Q. What is the role of clarity in data quality?

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Q. Who determines the timeliness of data in the context of data quality?

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Q. What role does usefulness play in data quality?

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Q. What are the two integrity rules in the context of data integrity?

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Q. How does improved data quality benefit data warehouse users in the context of timely information?

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Q. How does complete and accurate information improve customer service?

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Q. How can quality data benefit marketing departments in a data warehouse?

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Q. What risks are associated with poor data quality?

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