Data Preprocessing and Data Quality Measures Quiz

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Questions and Answers

What are the factors comprising data quality?

  • Precision, consistency, timeliness, believability, and interpretability
  • Validity, reliability, accessibility, security, and interpretability
  • Accuracy, completeness, consistency, timeliness, believability, and interpretability (correct)
  • Completeness, consistency, accuracy, security, and interpretability

What does completeness in data quality refer to?

  • Timely update of data
  • Correct or wrong attribute values
  • Attributes of interest may not always be available (correct)
  • Data that were inconsistent with other recorded data

What is an example of a factor affecting accuracy in data quality?

  • The fact that month-end data are not updated in a timely fashion
  • Data that were inconsistent with other recorded data may have been deleted
  • Missing data for some attributes
  • Errors in data transmission due to limited buffer size (correct)

What does consistency in data quality involve?

<p>Data that were inconsistent with other recorded data may have been deleted (B)</p> Signup and view all the answers

5

<p>What is the impact of not updating month-end data in a timely fashion on data quality? (C)</p> Signup and view all the answers

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