Python Programming Essentials
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Questions and Answers

What is the purpose of a sentiment analysis study?

  • To determine the emotional intensity of a text
  • To identify the author of a text passage
  • To analyze a text passage for valence and arousal values (correct)
  • To identify the tone of a text passage
  • What is the range of the valence and arousal score in a sentiment analysis study?

  • 0 to 10
  • -1 to 1 (correct)
  • -10 to 10
  • 0 to 100
  • What do valence and arousal values of 0.80 and 0.90 suggest about the emotional characteristics of a text?

  • Negative sentiment, high emotional intensity
  • Positive sentiment, high emotional intensity (correct)
  • Negative sentiment, low emotional intensity
  • Positive sentiment, low emotional intensity
  • What is the purpose of identifying stopwords in a text?

    <p>To remove irrelevant words from a text</p> Signup and view all the answers

    Which of the following is NOT a stopword?

    <p>Mango</p> Signup and view all the answers

    What is the characteristic of a text with a high emotional intensity?

    <p>It has a high arousal score</p> Signup and view all the answers

    What is the purpose of analyzing the emotional characteristics of a text?

    <p>To understand the sentiment of a text</p> Signup and view all the answers

    What does a valence score of 0.80 indicate?

    <p>A positive sentiment</p> Signup and view all the answers

    What is the relationship between the valence and arousal scores in a sentiment analysis study?

    <p>They are directly proportional</p> Signup and view all the answers

    What is the benefit of removing stopwords from a text in sentiment analysis?

    <p>It reduces the noise in the text data</p> Signup and view all the answers

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