pandas vs Polars vs DuckDB: A Data Scientist’s Guide to Choosing the Right Tool
Towards AI
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Data Science
Image by author ai Introduction pandas has been the standard tool for working with tabular data in Python for over a decade. But as datasets grow larger and performance requirements increase, two modern alternatives have emerged: Polars , a DataFrame library written in Rust, and DuckDB , an embedded SQL database optimized for analytics...