K-Nearest Neighbors Model is not working. Passing list-likes to .loc or [] with any missing labels is no longer supported

Question

Firstly, thanks for the help.

The dataset can be found here: https://gofile.io/d/f8nBLL

I am trying to run a K-Nearest Neighbors Model, but I am facing the fol