135 lines
4.1 KiB
Plaintext
135 lines
4.1 KiB
Plaintext
Metadata-Version: 2.1
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Name: textblob
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Version: 0.17.1
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Summary: Simple, Pythonic text processing. Sentiment analysis, part-of-speech tagging, noun phrase parsing, and more.
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Home-page: https://github.com/sloria/TextBlob
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Author: Steven Loria
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Author-email: sloria1@gmail.com
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License: MIT
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Keywords: textblob,nlp,linguistics,nltk,pattern
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Platform: UNKNOWN
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Classifier: Intended Audience :: Developers
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Classifier: Natural Language :: English
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Classifier: License :: OSI Approved :: MIT License
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Classifier: Programming Language :: Python
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Classifier: Programming Language :: Python :: 2.7
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Classifier: Programming Language :: Python :: 3.5
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Classifier: Programming Language :: Python :: 3.6
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Classifier: Programming Language :: Python :: 3.7
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Classifier: Programming Language :: Python :: 3.8
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Classifier: Programming Language :: Python :: Implementation :: CPython
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Classifier: Programming Language :: Python :: Implementation :: PyPy
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Classifier: Topic :: Text Processing :: Linguistic
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License-File: LICENSE
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License-File: NOTICE
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License-File: AUTHORS.rst
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Requires-Dist: nltk (<3.5,>=3.1) ; python_version < "3"
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Requires-Dist: nltk (>=3.1) ; python_version >= "3"
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TextBlob: Simplified Text Processing
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====================================
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.. image:: https://badgen.net/pypi/v/TextBlob
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:target: https://pypi.org/project/textblob/
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:alt: Latest version
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.. image:: https://badgen.net/travis/sloria/TextBlob/dev
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:target: https://travis-ci.org/sloria/TextBlob
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:alt: Travis-CI
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Homepage: `https://textblob.readthedocs.io/ <https://textblob.readthedocs.io/>`_
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`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.
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.. code-block:: python
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from textblob import TextBlob
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text = '''
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The titular threat of The Blob has always struck me as the ultimate movie
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monster: an insatiably hungry, amoeba-like mass able to penetrate
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virtually any safeguard, capable of--as a doomed doctor chillingly
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describes it--"assimilating flesh on contact.
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Snide comparisons to gelatin be damned, it's a concept with the most
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devastating of potential consequences, not unlike the grey goo scenario
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proposed by technological theorists fearful of
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artificial intelligence run rampant.
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'''
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blob = TextBlob(text)
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blob.tags # [('The', 'DT'), ('titular', 'JJ'),
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# ('threat', 'NN'), ('of', 'IN'), ...]
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blob.noun_phrases # WordList(['titular threat', 'blob',
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# 'ultimate movie monster',
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# 'amoeba-like mass', ...])
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for sentence in blob.sentences:
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print(sentence.sentiment.polarity)
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# 0.060
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# -0.341
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TextBlob stands on the giant shoulders of `NLTK`_ and `pattern`_, and plays nicely with both.
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Features
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--------
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- Noun phrase extraction
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- Part-of-speech tagging
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- Sentiment analysis
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- Classification (Naive Bayes, Decision Tree)
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- Tokenization (splitting text into words and sentences)
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- Word and phrase frequencies
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- Parsing
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- `n`-grams
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- Word inflection (pluralization and singularization) and lemmatization
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- Spelling correction
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- Add new models or languages through extensions
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- WordNet integration
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Get it now
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----------
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::
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$ pip install -U textblob
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$ python -m textblob.download_corpora
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Examples
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--------
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See more examples at the `Quickstart guide`_.
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.. _`Quickstart guide`: https://textblob.readthedocs.io/en/latest/quickstart.html#quickstart
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Documentation
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-------------
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Full documentation is available at https://textblob.readthedocs.io/.
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Requirements
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------------
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- Python >= 2.7 or >= 3.5
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Project Links
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-------------
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- Docs: https://textblob.readthedocs.io/
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- Changelog: https://textblob.readthedocs.io/en/latest/changelog.html
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- PyPI: https://pypi.python.org/pypi/TextBlob
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- Issues: https://github.com/sloria/TextBlob/issues
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License
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-------
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MIT licensed. See the bundled `LICENSE <https://github.com/sloria/TextBlob/blob/master/LICENSE>`_ file for more details.
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.. _pattern: https://github.com/clips/pattern/
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.. _NLTK: http://nltk.org/
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