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Narwhals: A lightweight compatibility layer between dataframe libraries

2025-07-31 · PyData Cardiff - July 2025

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by Marco Gorelli (Narwhals)

DuckDB Pandas Polars PySpark

Narwhals is a lightweight compatibility layer between dataframe libraries which lets your code work seamlessly across Polars, Pandas, PySpark, DuckDB and more.