Thanks for the information.
It should generally work. I guess something is still wrong with your pd.DataFrame.
Could you just create the Dataset and try to call dataset.labels_frame.iloc[0, 0].
If that’s throwing the same error, try to load the .csv offline, i.e. without the Dataset and debug it.
Alternatively, you could upload a small snippet of one .csv and I could take a look.