search

jonathanwangg / Vancouver-Airbnb

Exploratory data analysis and machine learning to predict listing prices of Airbnb's in Vancouver.
1 stars 0 forks source link
airbnb data-analysis machine-learning

readme

Vancouver Airbnb

airbnb logo

In this personal project, I do exploratory data analysis and machine learning to acquire a better understanding of the dataset and predict listing prices. I used multiple models and discovered that the best model I found was from using a Random Forest.

Data Source: http://insideairbnb.com/get-the-data.html

Special thanks to my professor Mike Gelbart and TA Clement Fung for tips and suggestions on the dataset.