good data
Trustworthy factual content
Good data is information that is accurate, complete, and fit for its intended purpose.
In research and analysis, good data is reliable and representative—free from significant errors, bias, or gaps that would undermine conclusions.
In computing and business contexts, good data meets quality standards for consistency, timeliness, and relevance: The model's predictions are only as reliable as the data it's trained on.
The phrase often appears in contrast to bad or dirty data, which requires cleaning before use.
- accuracyDegree of correctness
- completenessState of being whole
- granularityLevel of detail
- reliabilityConsistent, predictable performance
- validationConfirming truth or accuracy
fairness · consent · timeliness · accountability · transparency · integrity · business intelligence · governance · consistency · standardization · relevance · raw numbers · trustworthiness · fact checking · normalization · deduplication · precision · gold standard