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Homepage:https://textblob.readthedocs.io/

TextBlob is a Python (2 and 3) library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more.

fromtextblobimportTextBlobtext='''The titular threat of The Blob has always struck me as the ultimate moviemonster: an insatiably hungry, amoeba-like mass able to penetratevirtually any safeguard, capable of--as a doomed doctor chillinglydescribes it--"assimilating flesh on contact.Snide comparisons to gelatin be damned, it's a concept with the mostdevastating of potential consequences, not unlike the grey goo scenarioproposed by technological theorists fearful ofartificial intelligence run rampant.'''blob=TextBlob(text)blob.tags# [('The', 'DT'), ('titular', 'JJ'),#  ('threat', 'NN'), ('of', 'IN'), ...]blob.noun_phrases# WordList(['titular threat', 'blob',#            'ultimate movie monster',#            'amoeba-like mass', ...])forsentenceinblob.sentences:print(sentence.sentiment.polarity)# 0.060# -0.341blob.translate(to="es")# 'La amenaza titular de The Blob...'

TextBlob stands on the giant shoulders ofNLTK andpattern, and plays nicely with both.

• Noun phrase extraction
• Part-of-speech tagging
• Sentiment analysis
• Classification (Naive Bayes, Decision Tree)
• Language translation and detection powered by Google Translate
• Tokenization (splitting text into words and sentences)
• Word and phrase frequencies
• Parsing
• n-grams
• Word inflection (pluralization and singularization) and lemmatization
• Spelling correction
• Add new models or languages through extensions
• WordNet integration

$ pip install -U textblob$ python -m textblob.download_corpora

See more examples at theQuickstart guide.

Full documentation is available athttps://textblob.readthedocs.io/.

• Python >= 2.7 or >= 3.4

• Docs:https://textblob.readthedocs.io/
• Changelog:https://textblob.readthedocs.io/en/latest/changelog.html
• PyPI:https://pypi.python.org/pypi/TextBlob
• Issues:https://github.com/sloria/TextBlob/issues

MIT licensed. See the bundledLICENSE file for more details.