Travel Guide

What is the most popular destinations for Canadians? Pick your dates and preferences and have fun!

Our goal is to provide suggestions for travel destinations based on criteria that the user will select. Users will be able to choose the following:

Weather

Price Range

Min/Max temperature

Level of humidity

Average price/night

Airbnb rating

etc..

Based on this information, we will predict the most suitable location destination and we will suggest Airbnb options that satisfy the user’s needs.

Technical Tools to be Used

Python: read data sources,weather API, merge and clean data, ETL process

Scikit_Learn - Predict future weather and potential airbnb listings

Heroku to Deploy the App

HTML, CSS, JavaScript, Bootstrap to create the Webpage

Datasets:

Listings: http://insideairbnb.com/get-the-data.html

Weather: https://www.visualcrossing.com/

Group Members:

• Marina Ercoli
• Jorge Arriola Villafuerte
• Ulisses Pinto
• Monica Lin
• Emilia Lubanska – Oledzka
• Fatima Mukaddam

Visualizations:

Live webpage

TBD

Copyright