README.md

yelp-challenge

UBC Launch Pad's entry for the Yelp Dataset Challenge

Setup

Ensure that Python 3.6 is installed somewhere that pipenv can find it. One way to do this is using pyenv.

Download the Yelp dataset and unzip it inside of data/ subdirectory. Your directory structure should look like this:

$ tree data/
data
├── README.md
├── yelp_academic_dataset_business.json
├── yelp_academic_dataset_checkin.json
├── yelp_academic_dataset_photo.json
├── yelp_academic_dataset_review.json
├── yelp_academic_dataset_tip.json
└── yelp_academic_dataset_user.json

Running

Running the clustering model preprocessing code:

pipenv install
pipenv run python clustering/preprocess.py

Opening a Jupyter notebook:

pipenv install
pipenv shell
jupyter notebook