How I detect categorical variables on my dataset

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I am analyzing a dataset, and I'm aiming to determine whether the variables are categorical or not. However, I encountered a challenge where variables of type 'int64' or 'float64' might potentially be categorical. I am looking to resolve this using Python.

I tried to classify it by the type of the variables but like i said before 'int64' and 'float64' also can be categorical.

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