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STOP Using Pandas. Use Polars Instead! #shorts
Thomas Bierhance: Polars - make the switch to lightning-fast dataframes
Juan Luis Cano Rodríguez - Expressive & fast dataframes in Python with polars | PyData Global 2022
Polars, the fastest DataFrame library you never heard of
Polars vs Pandas: Python's FASTEST DataFrame Library Explained (2025 Benchmark)
Polars: A Lightning-fast DataFrame for Python [updated audio] - Talk Python to Me Ep. 402
Polars Tutorial | Introduction - 1
What is Polars
Polars: Blazingly Fast DataFrames in Rust and Python
How unsafe Rust made this library 30x times faster
Working With Python Polars: Getting Started with DataFrames
Full Guide
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Last Updated: August 18, 2026
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![Polars: A Lightning-fast DataFrame for Python [updated audio] - Talk Python to Me Ep. 402](https://i.ytimg.com/vi/KdCcqWAsuRs/mqdefault.jpg)
