Thanks a lot for providing this example.
I think that the hypothesis_result definition inside the tsplot function inside 01-Analysis&transforms.ipynb should be the other way around, that is:
hypothesis_result = "We reject non-stationarity" if p_value <= 0.05 else "We can not reject non-stationarity"