The apply method applies a function along an axis of a DataFrame. If you want to apply a function to a DataFrame elementwise, use applymap.
apply
applymap
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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