For more details about this example, go read this readme.
I've included a small amount of input data here as well as the outputs from running the scripts on 20,000 input points. Note that I haven't filtered the CSV to only contain the grpahs I copied, so if you want to actually run it you'll have to either do that or add a check...or download the Materials Project data yourself as described in the original example.