seniorPandas

How does Pandas handle categorical encoding internally?

Updated May 17, 2026

Short answer

Categorical data is stored as integer codes mapped to category labels.

Deep explanation

Pandas uses a dictionary-like mapping where categories are stored once and data is represented as integer codes referencing them, reducing memory usage significantly.

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