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DishingOut

DishingOut is a dish based rating system developed using Python's NLP tools.

Requirements

Following are the required Python modules:

  • nltk - Python's natural language processing toolkit
  • spaCy - Industrial strength NLP tasks in Python//Cython
  • requests - HTTP library for Python
  • BeautifulSoup - HTML parser

Preprocessing

  • The modify_reviews.py file works on the original dataset. It filters the reviews by removing the sentences from each review text which do not contain any dish names in them.
  • The clean_data.py file consequently replaces unicode special characters with their Python string equivalents.

Running instructions

  • Install all dependencies.
  • Run mainAlgo.py in the DishingOut folder.

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  • Python 100.0%