Airbnb Price Recommender
Project created for the "Introduction to Data Science and Big Data Postgraduate Course" (University of Barcelona):
http://www.ub.edu/datascience/postgraduate/
You will find in this repository the code and raw data needed to create an Airbnb Price Recommender for hosts who want to rent their flat in the platform, based on an XGBoost regression model.
Step 1. Import and format the raw data
Step 2. Remove outliers based on location and price
Step 3. Train a xgboost regression model
Step 4. Deploy a website to make predictions
Data got from the Inside Airbnb Project: http://insideairbnb.com/get-the-data.html