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PABlo created a new topic ' Step 3 — Big Data Tools' in the forum. 3 days ago

When do you truly need Spark/Kafka vs. fast local tools like DuckDB?
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Deliverable: A one-paragraph “Do I need big data?” decision note + a tiny DuckDB demo.
Copy Prompt: Create a short note that compares Pandas vs DuckDB vs Spark for my use case, then give a DuckDB SQL snippet that runs a simple aggregation on a sample CSV.

Post here: Paste your decision note + DuckDB snippet + output screenshot

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