[Solved] What is the issue with the following VADER code snippet?from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer analyzer = SentimentIntensityAnalyzer() scores = analyzer.... | NLP

NLP - Sentiment Analysis Advanced

What is the issue with the following VADER code snippet?

from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
analyzer = SentimentIntensityAnalyzer()
scores = analyzer.polarity_scores('Excellent work!')
print(scores)

AThe input text must be tokenized before passing to polarity_scores.

BThe SentimentIntensityAnalyzer class is not imported correctly.

CThe method polarity_scores does not exist in SentimentIntensityAnalyzer.

DThere is no issue; the code will run correctly and output sentiment scores.

Step-by-Step Solution

Solution:

Step 1: Check import statement
The import statement correctly imports SentimentIntensityAnalyzer from vaderSentiment.vaderSentiment.
Step 2: Verify initialization
The analyzer is correctly instantiated with parentheses: SentimentIntensityAnalyzer().
Step 3: Confirm method usage
The polarity_scores method is a valid method of SentimentIntensityAnalyzer and accepts a string input.
Final Answer:
The code is correct and will output a dictionary of sentiment scores. -> Option D
Quick Check:
Code syntax and method usage are correct. [OK]

Quick Trick: Always instantiate classes with parentheses to avoid errors. [OK]

Common Mistakes:

MISTAKES

Forgetting parentheses when instantiating SentimentIntensityAnalyzer.
Misnaming the method polarity_scores.
Passing non-string inputs without preprocessing.

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More NLP Quizzes

What is the issue with the following VADER code snippet?

Step 1: Check import statement

Step 2: Verify initialization

Step 3: Confirm method usage

Final Answer:

Quick Check:

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