Please refer to /airbnb_kindred_souls(1).pptx and click here for details of the project. Following are the list of files in the project folder.
Data:
- calendar.csv
- listings.csv
- reviews.csv
Python Files:
- clustering_hosts_kindred.py - Main File. Code for NLP and Clustering of host profiles (host_about)
- host_response_plot.py - to plot hosts' response rate and time
Result File:
- results_clustered_hosts.xlsx - Final clustered hosts based on their hobbies and interests are stored for viewing.
Other files:
- requirements.txt - contains the list of required python libs for the project.
- ReadMe.md
- Images/ - Folder containing images
- airbnb_kindred_souls(1) - ppt on the project