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Questions and Answers

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 (D)</p> Signup and view all the answers

    What is a major consequence of biased data in analysis?

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

    Flashcards

    String

    A sequence of characters, often used to represent text.

    Character

    A data type that represents a single character, such as a letter, number, or symbol.

    Array

    A collection of data items, all of the same type, stored in consecutive memory locations.

    Dictionary

    A way of organizing data where each item is associated with a unique key.

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    Variable

    A variable that can take on different values over time.

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