Dataset not included! Download the data and paste it into the data folder. https://www.kaggle.com/brittabettendorf/berlin-airbnb-data
To use the python script to modify the .csv you should create a virtualenv, download all needed dependencies listed in the requirements.txt and start a jupyter notebook!