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For tabulation datasets, conformance to standards is minimally ensured by:
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Num | Conformance | Implementation |
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1 | Representing all collected, assigned, and relevant derived data in applicable datasets. | All data generated per scientific and regulatory requirements are included in tabulation datasets. | 3 | Using domain specifications in this guide wherever applicable. | A dataset is created using a domain specification in this guide when the scientific nature or role of the data is within the scope of a domain. Custom domain specifications are only used when data are different in nature and are not in scope for domains in this guide. | 2 | Following conventions for dataset naming. | The dataset name is standardized per naming conventions and per controlled terminology where applicable. | 3 | Following guidance for dataset record structure. | The dataset record structure is aligned with the structure specified per the domain specification. | 8 | Following Core designations. | All Required and Expected tabulation variables are included as columns in the dataset. Required tabulation variables are populated for all records in the dataset. | 6 | Following conventions for variable naming. | The names of variables in the dataset are standardized per domain specifications and other applicable guidance. Controlled terminology is used as specified for variable naming. | 7 | Following conventions for variable labels. | The labels for variables in the dataset are standardized per domain specifications and other applicable guidance. | 9 | Populating variable values in alignment with this guide. | All variables in the dataset are populated as expected per this guide including per general and domain-specific guidance, controlled terminology, and formatting. |
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For analysis datasets, conformance to standards is minimally ensured by:
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