There is a piece I wrote on Towards Data Science which walks you through the whole process. Take a look and perhaps you'll be inspired to give using Bokeh a try to spice up your next visualisation.
This visualisation uses the resulting dataset from an earlier Data Analysis project which I detailed here. Have a look at it if you want to find out how I was able to wrangle this data together.
Take a look around, zoom in and check out some of that delicious pricing data!