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IBM 318 (COURSE) DATA MINING FOR BUSINESS INTELLIGENCE

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Opinion Mining of Reviews

Table of Contents

Installation

git clone https://github.com/projectb33/IBM318.git
pip install -r requirements.txt

Folder Structure

img

Dataset Creation

  • Scrap Hotels for a particular Location(city)
cd scripts
python get_hotelnames.py <LOCATION_NAME> <TRIPADVISORURL>

Example: img

  • Scrap Hotel Reviews
cd scripts
python get_reviews.py <LOCATION_NAME>

Sample Dataset

  • Preprocessed Dataset
location review name user_profile userloc rating
haridwar Stayed for 2 nights with family. It’s an excellent place to get the feel of Ganga. The hotel... Randeep /Profile/Randeepbora New Delhi, India 40
haridwar Loved our stay, amazing location right by the bank of the Ganges (with the facility of a private Ghat)... Shayari Banerjee /Profile/shayarib3499 NA 50

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