imclab / nlp_nltk_mongodb

Utilizing NLP/nltk to build a simple vegas hotel recommendation app using guest reviews' sentiments

NLP_nltk_mongodb

Utilizing NLP/nltk to build a simple vegas hotel recommendation app using guest reviews' sentiments

####Folder structure:

static

contains .json, .csv, .css and .js files used to create the web app.

* vegas.json json file of hotels' website and thumbnail urls

• final.json
  json file of all attributes used in building the recommender system. This includes the hotel category or topic (e.g. rooms, amenities, location, etc), sentiment score per topic, hotel id in tripadvisor, image url from tripadvisor, hotel name and average room rate.

• hotels.csv
  csv version of some attributes in final.json

• jquery.nstSlider.css
  css file for the slider element used in the app

• jquery.nstSlider.js
  js file of slider element used in the app

• fletcher.css
  css file for the app

• fletcher.js
  js file containing functions used in the app

vegas.html

Vegas hotel recommender app prototype

vegas.py

Flask server that runs vegas.html