matallanas / causality-example_airbnb

Notebook containing the causality example for Singularity Tech Day 2021 https://singularitytechday.com/

A causality example with AirBnB data

The notebook of this repository contains an example based on the listings information from Inside AirBnB webpage.

This example was presented in the talk given for Singularity Tech Day 2021

In this notebook a first part consists of analysing the data from all the listings in Madrid city area and from there try to deduce the reasons behind why a listing get high value ratings. For this example I have used the DoWhy from Microsoft Research.

Environment Installation

For the installation you have two options:

1. Through pip

	$ pip install -r requirements.txt

2. Or through conda

	$ conda env create -f environment.yml
	$ conda activate causality