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

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

• 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.

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