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📊Analyse de donnéesIntermediateAll AIs

Data Quality Report

Documenting dataset quality

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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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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.

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