Totally different results in xgb classifier using the exact same code and same seed from github

Question

I tried to execute this code https://github.com/shadgriffin/machine_failure/blob/master/Machine%20Learning%20for%20%20Equipment%20Maintenance%20-%20Pub.ipynb

you can