Tutorials - Matt Harrison: Getting Started with Polars

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Conference: PyCon US 2023
Year: 2023
Languages: English

In this tutorial, Matt Harrison introduces Polars, a fast DataFrame library designed for data manipulation in Python, emphasizing its efficiency compared to Pandas. He covers installation, basic operations, and key features such as lazy evaluation, expressions, and aggregation, highlighting how Polars leverages Rust and Arrow for performance improvements. Practical takeaways include using Polars for large datasets, understanding its syntax differences from Pandas, and the importance of chaining operations for optimized performance.

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