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Which of the following is the correct way to handle negation in a simple sentiment analysis code snippet?

easy📝 Syntax Q12 of 15
NLP - Sentiment Analysis Advanced
Which of the following is the correct way to handle negation in a simple sentiment analysis code snippet?
AIgnore negation words and analyze sentiment word by word
BFlip sentiment polarity of words following negation words
CTreat negation words as positive sentiment
DRemove negation words before analysis
Step-by-Step Solution
Solution:

  1. Step 1: Identify negation handling in code

    Proper handling means detecting negation words and flipping sentiment of words after them.

  2. Step 2: Evaluate options

    Ignoring or removing negation loses meaning; treating negation as positive is wrong.

  3. Final Answer:

    Flip sentiment polarity of words following negation words -> Option B

  4. Quick Check:

    Flip sentiment after negation = B [OK]
Quick Trick: Flip sentiment after negation words in code [OK]
Common Mistakes:
MISTAKES
  • Ignoring negation in code
  • Removing negation words blindly
  • Misclassifying negation as positive

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