Airbnb Market Analysis in NYC & Paris by Jessica HoffmanAirbnb Market Analysis in NYC & Paris by Jessica Hoffman

Airbnb Market Analysis in NYC & Paris

Jessica Hoffman

Data Entry Specialist

Data Visualizer

Data Analyst

Java

Microsoft Excel

Python

This was my group's capstone project in the Dev10 data track.

{add writeup}

https://github.com/jhoffmanDEV10/AirJnJ

Summary: This study aims to assist Airbnb hosts in maximizing their rental income by leveraging data-driven pricing strategies. Our analysis of Airbnb listings in New York and Paris also incorporates data from the Yelp API for nearby restaurants and attractions. The project deliverables provide Airbnb owners with actionable insights as well as a machine learning model to optimize their listing prices based on various factors.

Languages/techs used:

Python, pandas dataframes, yelp api consumption, geopy distance calculation, folium package, ML ensembling

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Posted Jul 15, 2021

This study aims to assist Airbnb hosts in maximizing their rental income by leveraging data-driven pricing strategies.

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