We'd like to add new visualisations and new dimensions for our player base.

All the data is available via public API endpoints as described here: https://github.com/ScalaWilliam/ActionFPS/wiki/Development-Guide#api-endpoints

We recommend you get yourself familiar with Python, Tableau Public, Databricks Notebook, Jupyter Notebook - all free.

Here are some examples:

• Man-Hours on Databricks
• Load ladder data
• You can upload your Jupyter Notebook to Gist, such as: Computing near-Cube addicts
• Tableau: The ActionFPS story

Databricks offer some helpful visualization tutorials.

Jupyter Notebook video tutorial.

Databricks supports Scala too, if you do anything in Scala then it can be easily plugged into our main site 👍