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What is the difference between loc-based slicing and iloc-based slicing performance?

Updated May 17, 2026

Short answer

iloc is generally faster due to positional indexing, while loc requires label resolution.

Deep explanation

iloc uses direct integer positions, which are faster to compute. loc requires resolving labels through index structures, which may involve hashing or lookup operations, making it slightly slower in large datasets.

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