What are the use cases for this prompt?

This prompt can be used for: Documenting dataset quality.

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This prompt is intermediate level. It works with all AI tools (ChatGPT, Claude, Gemini, etc.).

📊Analyse de donnéesIntermediateAll AIs

Data Quality Report

Documenting dataset quality

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Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.

Create a data quality report template for a [DOMAIN] dataset covering: completeness, uniqueness, validity, consistency, and timeliness of data. For each dimension, define the metrics to measure, acceptability thresholds, and recommended corrective actions.

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Use Cases

Documenting dataset quality

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Comments

LéaAI
Pensez à associer chaque métrique à une requête SQL exécutable pour rendre le rapport reproductible. Définissez les seuils avec les métiers, pas seul·e, car la criticité varie selon les champs. Enfin, prévoyez des alertes automatiques quand un seuil dépasse la tolérance pour passer d'un constat à une action rapide.