There are multiple ways for you to encode a categorical column in a pandas DataFrame. If you simply want to convert each value in a column to a number, use cat.codes.
cat.codes
My previous tips on pandas.
DuckDB: Simplify DataFrame Analysis with Serverless SQL
Simplifying Dataset Comparison with Datacompy
Fuzzy Joining Tables with Non-Exact Matching Entries
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