This project hosts the python code/scripts used for the data pull and data processing for the 5th edition of the biggest e-sports tournaments of all times!
For analysis done on the data, please take a look at the public tableau project.
The data was pulled from the Dota2 web API with the help of the dota2py python library. I've made some modifications and additions to the original dota2py library and have used the modified one - ashishnitinpatil/dota2py.
To ease the data pulls, I've also created some handy scripts to aid me in the process, which are hosted at ashishnitinpatil/dota2api_scripts. Please note that this project is still in it's alpha phases, so expect less documentation, inefficient code, etc.
Please feel free to add to any of the projects mentioned!