Move Over Pandas: Why Polars and DuckDB Are the New Data Science Standards
INTRODUCTION Beyond Pandas: How Polars and DuckDB are Rewriting the Data Science Toolchain For the better part of a decade, the Python data science stack has rested on three sturdy pillars: NumPy for numbers, Pandas for tabular data, and Scikit-learn…