Sentiment Analysis with TextBlob#s NaiveBayesAnalyzer

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Code introduction


This function uses TextBlob's NaiveBayesAnalyzer to analyze the sentiment of text, including sentiment classification, polarity, and subjectivity.


Technology Stack : TextBlob, NaiveBayesAnalyzer

Code Type : Function

Code Difficulty : Intermediate


                
                    
import random
from textblob import TextBlob
from textblob.sentiments import NaiveBayesAnalyzer

def analyze_sentiment(text):
    blob = TextBlob(text, analyzer=NaiveBayesAnalyzer())
    return blob.sentiment.classification, blob.sentiment.polarity, blob.sentiment.subjectivity