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Modern Data Stack

DuckDB, Polars, dbt, orchestration and pipelines that fit on a laptop.

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Modern Data Stack

DuckDB vs pandas vs Polars: When Each One Wins

A practical decision guide based on workload shape rather than benchmark scores — because the fastest tool depends on what you are actually doing.

BeginnerDifficulty: Beginner2 min readDuckDB · Polars · pandas

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