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YOLIA LIBRARY · SCIENTIFIC ENCYCLOPEDIA

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Scientific glossary

Data quality

Origin: Yolia's safe educational catalogExact route: /biblioteca?ruta=glosario/calidad_dato
FULL TOPIC

Data quality

Easy explanation

It describes how reliable and truly useful a measurement or a statement is within a case's record. Poorly recorded or context-less data can lead to wrong conclusions even if the number itself seems correct. That's why Yolia asks where a piece of data comes from before using it.

Medium explanation

A number with no clear origin or sufficient context can be much less useful than it first appears. Yolia checks these factors before relying on a datum to build any interpretation or recommendation. A datum with a clear date and context is worth more than a loose one.

Advanced explanation

Assessment of validity, precision, provenance, completeness, consistency, timeliness, and applicability of a specific observation, which determines how much real weight it can carry within an interpretation of the case. Low-quality data limits any subsequent inference.

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