Tag: Datascience
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Pandas vs Polars: A Comprehensive Performance Comparison
In the Python data ecosystem, Pandas has long been the de facto library for data manipulation and analysis. However, a relatively new library called Polars is gaining attention for its speed, memory efficiency, and advanced features like lazy evaluation. Polars uses Apache Arrow under the hood and is written in Rust, providing a modern columnar…