Metadata-Version: 2.3
Name: textblob
Version: 0.19.0
Summary: Simple, Pythonic text processing. Sentiment analysis, part-of-speech tagging, noun phrase parsing, and more.
Keywords: textblob,nlp,linguistics,nltk,pattern
Author-email: Steven Loria <sloria1@gmail.com>
Requires-Python: >=3.9
Description-Content-Type: text/x-rst
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Text Processing :: Linguistic
Requires-Dist: nltk>=3.9
Requires-Dist: textblob[tests] ; extra == "dev"
Requires-Dist: tox ; extra == "dev"
Requires-Dist: pre-commit~=3.5 ; extra == "dev"
Requires-Dist: sphinx==8.0.2 ; extra == "docs"
Requires-Dist: sphinx-issues==4.1.0 ; extra == "docs"
Requires-Dist: PyYAML==6.0.2 ; extra == "docs"
Requires-Dist: pytest ; extra == "tests"
Requires-Dist: numpy ; extra == "tests"
Project-URL: Changelog, https://textblob.readthedocs.io/en/latest/changelog.html
Project-URL: Issues, https://github.com/sloria/TextBlob/issues
Project-URL: Source, https://github.com/sloria/TextBlob
Provides-Extra: dev
Provides-Extra: docs
Provides-Extra: tests


TextBlob: Simplified Text Processing
====================================

.. image:: https://badgen.net/pypi/v/TextBlob
    :target: https://pypi.org/project/textblob/
    :alt: Latest version

.. image:: https://github.com/sloria/TextBlob/actions/workflows/build-release.yml/badge.svg
    :target: https://github.com/sloria/TextBlob/actions/workflows/build-release.yml
    :alt: Build status


Homepage: `https://textblob.readthedocs.io/ <https://textblob.readthedocs.io/>`_

`TextBlob` is a Python 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, and more.


.. code-block:: python

    from textblob import TextBlob

    text = """
    The titular threat of The Blob has always struck me as the ultimate movie
    monster: an insatiably hungry, amoeba-like mass able to penetrate
    virtually any safeguard, capable of--as a doomed doctor chillingly
    describes it--"assimilating flesh on contact.
    Snide comparisons to gelatin be damned, it's a concept with the most
    devastating of potential consequences, not unlike the grey goo scenario
    proposed by technological theorists fearful of
    artificial 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', ...])

    for sentence in blob.sentences:
        print(sentence.sentiment.polarity)
    # 0.060
    # -0.341


TextBlob stands on the giant shoulders of `NLTK`_ and `pattern`_, and plays nicely with both.

Features
--------

- Noun phrase extraction
- Part-of-speech tagging
- Sentiment analysis
- Classification (Naive Bayes, Decision Tree)
- 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

Get it now
----------
::

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

Examples
--------

See more examples at the `Quickstart guide`_.

.. _`Quickstart guide`: https://textblob.readthedocs.io/en/latest/quickstart.html#quickstart


Documentation
-------------

Full documentation is available at https://textblob.readthedocs.io/.

Project Links
-------------

- 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

License
-------

MIT licensed. See the bundled `LICENSE <https://github.com/sloria/TextBlob/blob/master/LICENSE>`_ file for more details.

.. _pattern: https://github.com/clips/pattern/
.. _NLTK: http://nltk.org/