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11_02.01-07.py
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# Section 11.2.1 snippets
from textblob import TextBlob
text = 'Today is a beautiful day. Tomorrow looks like bad weather.'
blob = TextBlob(text)
blob
# Section 11.2.2 snippets
blob.sentences
blob.words
# Section 11.2.3 snippets
blob
blob.tags
# Section 11.2.4 snippets
blob
blob.noun_phrases
# Section 11.2.5 snippets
# Getting the Sentiment of a TextBlob
blob
blob.sentiment
# Getting the polarity and subjectivity from the Sentiment Object
%precision 3
blob.sentiment.polarity
blob.sentiment.subjectivity
# Getting the Sentiment of a Sentence
for sentence in blob.sentences:
print(sentence.sentiment)
# Section 11.2.6 snippets
from textblob.sentiments import NaiveBayesAnalyzer
blob = TextBlob(text, analyzer=NaiveBayesAnalyzer())
blob
blob.sentiment
for sentence in blob.sentences:
print(sentence.sentiment)
# Section 11.2.7 snippets
blob
blob.detect_language()
spanish = blob.translate(to='es')
spanish
spanish.detect_language()
chinese = blob.translate(to='zh')
chinese
chinese.detect_language()
spanish.translate()
chinese.translate()
##########################################################################
# (C) Copyright 2019 by Deitel & Associates, Inc. and #
# Pearson Education, Inc. All Rights Reserved. #
# #
# DISCLAIMER: The authors and publisher of this book have used their #
# best efforts in preparing the book. These efforts include the #
# development, research, and testing of the theories and programs #
# to determine their effectiveness. The authors and publisher make #
# no warranty of any kind, expressed or implied, with regard to these #
# programs or to the documentation contained in these books. The authors #
# and publisher shall not be liable in any event for incidental or #
# consequential damages in connection with, or arising out of, the #
# furnishing, performance, or use of these programs. #
##########################################################################