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Grasp: A python3 tool for web extraction and sentiment analysis

Goal: Releasing a well documented version equipped with a POS tagger and example sentiment analysers

The code is currently in one .py file. Almost done.The work shall be divided into the following:

  1. Using snippets from the code with examples in ipynbs to demonstate functionality
  2. Fixing issues with the current POS.
  3. Building and posting a sentiment analyser

Grasp is a web mining module for Python3. It has tools for:

  • Data Mining: web services (Google, Twitter, Wikipedia), web crawler, HTML DOM parsER
  • Natural Language Processing: part-of speech taggers, n-gram search, sentiment analysis, WordNet
  • Machine Learning: vector space model, clustering, classification (KNN, SVM, Perceptron)
  • Network Analysis: graph centrality and visualization.

Version

3.4+

License

BSD

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  • Python 96.4%
  • JavaScript 3.6%