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What is the primary challenge associated with analyzing large datasets?

  • The lack of data visualization tools
  • The need for excessive computational power (correct)
  • The presence of conflicting data sources
  • The difficulty in ensuring data accuracy

    • Which factor is critical for maintaining data integrity in a dataset?

  • Diverse data storage options
  • Regular updates to software used for analysis
  • Consistent methodology in data collection (correct)
  • Frequent revisions of data entries

    • What is a common pitfall when interpreting statistical results?

  • Presenting findings without proper context
  • Ignoring outliers in the dataset
  • Using a small sample size for results
  • Assuming correlation implies causation (correct)

    • What technique is often used to enhance the visibility of trends in data analysis?

    <p>Data aggregation techniques</p> Signup and view all the answers

    What is a major consequence of biased data in analysis?

    <p>Misleading conclusions</p> Signup and view all the answers

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