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apps/labs/posts/duckdb-when-used-to-frames.md
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---
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title: "Mastering DuckDB when you're used to pandas or Polars"
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-published: February 3, 2025
+published: February 17, 2025
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authors: [marco-gorelli]
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description: "It's not as scary as you think"
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category: [PyData ecosystem]
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