A Data Scientist goes…House Hunting (Part 2 – Data Prep and EDA)

Note: The finished dashboard for this project can be seen here.

In the post for part 1 of this project we explained the motivation behind it and the database schema that we’re going to be using to analyse the market. In part 2 we are going to start performing some exploratory data analysis and build some additional features which will help us understand the market.

As many Data Scientists do, I do much of my exploratory work using Jupyter Notebook. The rest of this post is a Jupyter Notebook where I am sharing the code and the results together.