The Order is actually used as one of the predictor variables. It originally meant (according to the documentation) the order of reporting, and evidently the model thinks this variable is helpful!

The code on GitHub is correct (the line in question is in code cell 7) but it’s intriguing that the model would think this is a helpful variable. It’s possible the reporting order does actually have something to do with the Energy Star score!