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A Data-Driven Analysis of Vancouver's Rental and Airbnb Properties

Utilizing BC Assessment, Vancouver Cultural Spaces, and Translink Datasets

Members: Guanghua Yang, Jianan Li, Kewei Li, Ningyi Ke, Wenbin Li

Introduction

The sharing economy has experienced significant growth in recent years, with platforms like Airbnb revolutionizing the way people travel and seek accommodations. Understanding the factors that drive pricing and review ratings in the Airbnb market is essential for both hosts and guests, as well as policymakers and researchers interested in the impact of short-term rentals on housing markets, local economies, and cultural landscapes.

Dataset

Dataset Link
Vancouver Airbnb Dataset http://insideairbnb.com/get-the-data/
BC Assessment https://opendata.vancouver.ca/explore/dataset/property-tax-report/information/
Postal Code Conversion File https://abacus.library.ubc.ca/dataset.xhtml?persistentId=hdl:11272.1/AB2/KBP0AM
Vancouver Cultural Spaces https://opendata.vancouver.ca/explore/dataset/cultural-spaces/export/?disjunctive.type&disjunctive.primary_use&disjunctive.ownership
GTFS Static Data (Translink) https://www.translink.ca/about-us/doing-business-with-translink/app-developer-resources/gtfs/gtfs-data
Craigslist Rental Data 7,700 rows crawled

Data Science Pipline

pipeline

Data Product

Product Review

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Demo

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