Applied Data Science Projektarbeit

This is our awesome AirBnB price prediction and flat description generator project.

Launch the project with docker-compose upand open Jupyter Lab which runs on https://127.0.0.1:8888 to run the Jupyter Notebooks.

Implemented stuff

• Web scraping from AirBnb
• Web-API call to opendata.swiss to get rental prices of Zurich
• EDA
• Sentiment analysis on comments
• Everything runs via Docker / Docker-Compose
• PostreSQL DB container to save/read data
• GPT-2 Model to generate apartement descriptions
• Regerssion model to predict the prices for AirBnB apartements