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What is the role of NumPy in Pandas architecture?
Updated May 17, 2026
Short answer
NumPy provides the underlying array structure and computational backend.
Deep explanation
Pandas DataFrames are built on NumPy arrays, enabling efficient memory storage and vectorized operations. Pandas extends NumPy by adding labels, alignment, and missing data handling.
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