This project aims to predict prices and/or availability of Airbnbs in the city of Amsterdam using OLS and XGBoost.
The dataset is sourced from http://insideairbnb.com/get-the-data.html.
The datasets in the site are updated regularly but the one used in this project is from early 2020.
Some of the data used contains:
- Detailed Listings data for Amsterdam
- Detailed Calendar Data for listings in Amsterdam
- Detailed Review Data for listings in Amsterdam
- Neighbourhood list for geo filter
- GeoJSON file of neighbourhoods of the city