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An Air-BnB Recommender System using NLP, various ML Models and Visualization

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junxiant/Airbnb-Recommendation-System

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By: Candy Lim, Wong Xin Pei, Tan Jun Xian

To run the GUI:

  1. Install the following libraries: pandas scikit-learn nltk gensim gmaps ipywidgets calmap matplotlib

  2. Get the Google Maps API key from cloud.google.com/maps-platform/maps

  3. Download listings.csv, reviews.csv, calendar.csv, and ALL the files in the GUI folder. Put all the files in the same directory.

  4. Open Command Prompt and specify the directory you have placed the files

  5. Run 'python main.py'

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An Air-BnB Recommender System using NLP, various ML Models and Visualization

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