How can I drop binary features with OneHotEncoder in Python?

Python
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#1

I have a dataset with both binary and categorical features that I want to encode using OneHotEncoder. However, I would like to drop the binary features after encoding them.

Here is an example code snippet:

Is there a better way to drop binary features when using OneHotEncoder? Any suggestions or feedback on my current code would be appreciated. Thank you!"

#2
#3