For this project the data science team is tasked with creating an API that will return a price prediction given a set of parameters determined to have the highest feature importance in the airbnb dataset downloaded here. This repo is divided between the Flask API and python notebooks.
Contains files needed for data scraping, cleaning, and modeling.
We wanted to include the notebooks to show users the steps we took in arriving at the final model. The notebook section also contains general analysis on the dataset that airbnb hosts will find useful.