This repo contains a project for a Big Data Technology University course. It aims to analyse offer of lodgings in Bologna, cluster them and make suggestions to a potential host.
The notebok can be accessed here in its Binder version: https://notebooks.gesis.org/binder/v2/gh/isadario/bdt_project_lodgings_bologna/77766e4f619091e8ff31b27ae617e70189135fa3
To interact with the notebook as dashboard it needs to be downloaded and the environment activated (activating the yml file or creating a new environment with the requirements.txt file) so to have the Voila button.
Here below the GIFS display some of the results (though in much worse quality to respect size limits)
- This is one of the maps employed for the high-level geospatial analysis
- this to filter listings and display clustering (from PCA scores) labels:
