seems the data is not the best

[naarkhoo]

Thanks for sharing your notebook; just going over your notebook, I got a feeling that the data is not labeled very thoroughly; e.g There are many protein entities that are tagged O !

Perhaps there are more recent data that can be in better shape ?!