davidwc.com / airbnb

case study / 01

Airbnb Market Analysis

Looking at Airbnbs near my family led me to question what higher-rated listings had in common. To solve this, I downloaded Dallas Airbnb info, cleaned the data in Python, loaded it into MySQLWorkbench, and then configured findings in Tableau.


The version 1 results can be seen below. Version 2 is currently in the works. I was using my beginning level skills for v1, before figuring true sentiment analysis. This led me to start a new Tableau version which will display key KPIS in one tab, positive results in another, and negative reviews in a final tab, thereby giving users and future Airbnb owners ideas on what is and isn't working for them.


Click the link to see the GitHub page: Airbnb GitHub Project

Interactive Tableau story

Best viewed on desktop. If the visualization does not load, open the story on Tableau Public.