Metadata-Version: 2.0 Name: textblob Version: 0.11.0 Summary: Simple, Pythonic text processing. Sentiment analysis, part-of-speech tagging, noun phrase parsing, and more. Home-page: https://github.com/sloria/TextBlob Author: Steven Loria Author-email: sloria1@gmail.com License: Copyright 2013-2015 Steven Loria Requires-Dist: nltk (>=3.1) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. Description: TextBlob: Simplified Text Processing ==================================== .. image:: https://badge.fury.io/py/textblob.png :target: http://badge.fury.io/py/textblob :alt: Latest version .. image:: https://travis-ci.org/sloria/TextBlob.png?branch=master :target: https://travis-ci.org/sloria/TextBlob :alt: Travis-CI Homepage: `https://textblob.readthedocs.org/ `_ `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. .. 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 blob.translate(to="es") # 'La amenaza titular de The Blob...' 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) - 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 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.org/en/latest/quickstart.html#quickstart Documentation ------------- Full documentation is available at https://textblob.readthedocs.org/. Requirements ------------ - Python >= 2.6 or >= 3.3 Project Links ------------- - Docs: https://textblob.readthedocs.org/ - Changelog: https://textblob.readthedocs.org/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 `_ file for more details. .. _pattern: http://www.clips.ua.ac.be/pattern .. _NLTK: http://nltk.org/ Keywords: textblob,nlp,linguistics,nltk,pattern Platform: UNKNOWN Classifier: Intended Audience :: Developers Classifier: Natural Language :: English Classifier: License :: OSI Approved :: MIT License Classifier: Programming Language :: Python Classifier: Programming Language :: Python :: 2.6 Classifier: Programming Language :: Python :: 2.7 Classifier: Programming Language :: Python :: 3.3 Classifier: Programming Language :: Python :: 3.4 Classifier: Programming Language :: Python :: 3.5 Classifier: Programming Language :: Python :: Implementation :: CPython Classifier: Programming Language :: Python :: Implementation :: PyPy Classifier: Topic :: Text Processing :: Linguistic