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Sequence 137 — T7 - groupby and validation summaries

Context: Technology Gate B - Programmatic Data Management | Technology Gate
Source: CDMP Master Execution Manual

When / purpose

Create repeatable profiling summaries.

What you should learn

  • groupby.
  • aggregations.
  • exception counts.
  • simple score/percentage calculations.

Resources / limits

Technology Competency Roadmap: active T6–T10 only. Detailed Technology Competency Reference: topic detail/readiness only.

Do this in order

  1. Build a quality summary by source/domain.
  2. Compare counts before and after a working-copy repair.
  3. Explain denominator choice.

Meridian application

Use Meridian synthetic files and database only for bounded practice.

Create / save

Profiling summary.

Stop / boundary

Stop before production data engineering, application development, advanced OOP, orchestration or distributed processing.

Completion gate

You can create and explain a reusable exception summary.

NEXT → Sequence 138


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