The question doesn’t seem to be related to PyTorch so you would most likely get a faster and better answer in another board (e.g. StackOverflow).
In any case, I would recommend to clean up your data once in order to avoid any issues further down in the training, which could yield unexpected results. pandas might come handy to process the data (in case it could load and understand it).