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update readme
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zzTriplezz committed May 21, 2023
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12 changes: 10 additions & 2 deletions README.md
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# Applied Data Science Projektarbeit

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

# Implemented functions
Launch the project with ```docker-compose up```and 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
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