>
>
> When I define the X and Y values for prediction in the train and test
> data, should I capture all the columns that has been "OneHotEncoded" (that
> is all columns with 0 and 1) for the X and Y values???
>

You might have better luck asking on Stackoverflow, per the Pandas
instructions: https://pandas.pydata.org/community.html.
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