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Polars is the Pandas killer / Igor Mintz (Viz.ai)

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Polars: The Next Big Python Data Science Library... written in RUST?

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What is Polars?

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Why Polars is better than Pandas?

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Polars is Now in R (Faster Data and Time Series Analysis) 📈

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Polars - An Introduction to Polars v1 for Python Data Analytics!

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Fastest Data Science with Python Polars

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Why Polar Bears are Such Weird Animals

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The Arctic vs. the Antarctic - Camille Seaman

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Learning the Polars DataFrame Library!

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Tutorials - Matt Harrison: Getting Started with Polars

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Polars: The Super Fast Dataframe Library for Python ... bye bye Pandas?

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Rescue Team Saved An Injured Baby Penguin Wounded By Barnacles

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Is Idealism Enough? A dialogue between Bernardo Kastrup and Rupert Sheldrake

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Speeding Up Your DataFrames With Polars | Real Python Podcast #140

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Why should you switch from Pandas to Polars?

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Revolutionizing Delta Lake workflows on AWS Lambda with Polars, DuckDB, Daft \u0026 Rust

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Thomas Bierhance: Polars - make the switch to lightning-fast dataframes

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Polars - Official Video (2021)

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What polars does for you — Ritchie Vink

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Polars vs Pandas | detailed test with explained results

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What is Polars? | Pandas Vs Polars | Polar Demonstration | Data Science | Dr. Darshan Ingle

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Ritchie Vink - Polars and a peek into the expression engine | PyData Amsterdam 2023

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Marco Gorelli - Understanding Polars Expressions when you're used to pandas | PyData Amsterdam 2024

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Marco Gorelli - How you (yes, you!) can write a Polars Plugin | PyData London 2024

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Polars is much slower than DuckDB in conditional join + groupby/agg context

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An Introduction to Polars for Pandas Users!

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Polars is better than Pandas - April 14, 2023

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DuckDB vs Pandas vs Polars For Python devs

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