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data consistency

Documentation and metadata associated with a data file should be checked to make sure what is described is actually found in the data file.

Prepare and document a plan for assuring the quality of your data, so that you and others can trust they are accurate.

Whether compiled or entered from paper records, new digital data should be double-checked for accuracy to avoid input errors.

Preservation of raw data is critical for data reuse

Standard, stable identifiers should be given to data products to ensure consistency

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