seniorScikit-Learn
How does Scikit-Learn handle categorical data internally?
Updated May 17, 2026
Short answer
It requires encoding like one-hot or ordinal encoding before modeling.
Deep explanation
Scikit-Learn does not natively support raw categorical strings for most estimators.
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