It will recommend hotels according to the search locations or hotels nearby using content based collaborative filtering.
Dataset Link : https://www.kaggle.com/jiashenliu/515k-hotel-reviews-data-in-europe/home
Approach folder contains UI & python script to run the application
Main Project Notebook contains complete code of project for both the approaches.
Instructions for the approach:
Install hotelrecommendations/Approach_UI/requirments.txt using below command pip install -r hotelrecommendations/Approach2_UI/requirements.txt Modify the path to read the csv file in hotelrecommendations/Approach_UI/app.py for example df = pd.read_csv(path where you have stored the csv file)