It sounds like if the data is in a sane format, simply plugging it into xgboost would give something useable. If the data was available on their site I would ha

It sounds like if the data is in a sane format, simply plugging it into xgboost would give something useable. If the data was available on their site I would have done that right now (assuming clean data, it would probably take <30 min). This wouldn't yield the best possible predictions, but would be much, much better than nothing.