[Solved] Given the code below, what will be the output of print(scores)? from vaderSentiment.... Given the code below, what will be the output of print(scores)? | NLP

NLP - Sentiment Analysis Advanced

Given the code below, what will be the output of print(scores)?

from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
analyzer = SentimentIntensityAnalyzer()
scores = analyzer.polarity_scores('I love sunny days but hate the rain.')

A{'neg': 0.5, 'neu': 0.5, 'pos': 0.0, 'compound': -0.5}

B{'neg': 0.25, 'neu': 0.5, 'pos': 0.25, 'compound': 0.34}

C{'neg': 0.0, 'neu': 1.0, 'pos': 0.0, 'compound': 0.0}

DSyntaxError due to wrong method call

Step-by-Step Solution

Solution:

Step 1: Analyze the sentence sentiment
The sentence has positive words ('love', 'sunny') and negative word ('hate'). VADER balances these.
Step 2: Understand VADER output format
VADER returns a dict with 'neg', 'neu', 'pos', and 'compound' scores summing to 1 for neg, neu, pos.
Final Answer:
{'neg': 0.25, 'neu': 0.5, 'pos': 0.25, 'compound': 0.34} -> Option B
Quick Check:
Mixed sentiment sentence = balanced scores [OK]

Quick Trick: Positive and negative words balance scores near 0.3-0.4 [OK]

Common Mistakes:

MISTAKES

Expecting all positive or all negative scores
Confusing compound score with individual scores
Thinking method call causes syntax error

Master "Sentiment Analysis Advanced" in NLP

9 interactive learning modes - each teaches the same concept differently

Learn Why Deep Model Try Challenge Experiment Recall Metrics

More NLP Quizzes

Given the code below, what will be the output of print(scores)?

Step 1: Analyze the sentence sentiment

Step 2: Understand VADER output format

Final Answer:

Quick Check:

Want More Practice?