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replicable data

The steps followed to create data should be thoroughly and accurately documented to allow others to evaluate and interpret your results.

Often search terms and query strings are used to discover and capture data sets. By documenting the steps and terms used, one can more easily reproduce a dataset.

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

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