Here some notebooks that can be used to analyse and visualize Inside Airbnb data (http://insideairbnb.com/ by Murray Cox). I've done it for the city of Bologna, Italy, where Airbnb spread a lot in the last 5 years. Contributions and suggestions are warmly welcome!