If you want to quickly extract elements from a URL using Python, try yarl.
Link to yarl.
Combine SQL and Python Efficiently with Ibis
Formulaic: Write Clear Feature Engineering Code
Simplify Tabular Dataset Preparation with TabularPandas
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