This post turned out to become quite a lot related to programming. As I mentioned in the last post my idea was make my predictive table positions/points model more accurate by adding more data to it. I wanted to use my own football-data parser in order to add shots data, including TSR to all teams included in the model.
Some time ago I got a question from Tom Worville, at http://analyticsfc.co.uk/ if I could share how I create my plots. As I have mentioned before I use Plotly. In my opinion a superb visualization tool with a great api and a sound user policy. Being a Python programmer their eminent python library is of course extra appreciated.
Here is how I create a football pitch with Plotly. Meet footballpitchplot!