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Data Profiling in ETL Pipelines

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Your question is Data Profiling in ETL Pipelines. Take a moment with it on the right.

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Problem

Scenario

You're working on a new pipeline and want to understand the data before building transformations and downstream models. You need a practical way to inspect source quality, spot anomalies, and document what the data looks like over time.

Question

What is your experience with data profiling techniques?