Which document typically accompanies a dataset to provide context, purpose, and provenance?

Which document typically accompanies a dataset to provide context, purpose, and provenance?

• A. Data Dictionary
• B. Dataset Profile
• C. Overview Document
• D. README

Answer: (D)

A README provides context, purpose, and provenance for a dataset. It sits with the data and explains what the dataset is intended to show, who created it, how and when it was collected, any limitations or caveats, and how to cite or reuse it. This combination of background information and usage notes helps you understand the big picture and trust the data. A Data Dictionary explains individual variables and their types, which is important for technical understanding but doesn’t typically cover origin and intent. A Dataset Profile or Overview Document may summarize aspects of the data but isn’t as universally used for conveying origin and purpose. So, the README is the standard companion that gives the necessary context and provenance.

A README provides context, purpose, and provenance for a dataset. It sits with the data and explains what the dataset is intended to show, who created it, how and when it was collected, any limitations or caveats, and how to cite or reuse it. This combination of background information and usage notes helps you understand the big picture and trust the data. A Data Dictionary explains individual variables and their types, which is important for technical understanding but doesn’t typically cover origin and intent. A Dataset Profile or Overview Document may summarize aspects of the data but isn’t as universally used for conveying origin and purpose. So, the README is the standard companion that gives the necessary context and provenance.