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Text Analysis

Sep 1, 2019
Apr 22, 2020

What can we do with text analysis?

  • 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

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

Footnotes

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