Data Literacy Series Search

Are you conducting experimental research? Does your lab need a better way to manage and collaborate on detailed experiment documentation? UCSB researchers have free premium access to Protocols.io for creating, sharing, and managing detailed protocols. Enhance the transparency, reproducibility, and efficiency of your research by leveraging this powerful tool!

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The Dublin Core Metadata Initiative (DCMI) was named after its inaugural meeting in 1995 in Dublin, Ohio. The organization maintains the DCMI Metadata Element Set, one of the most straightforward and widely adopted metadata schema. Initially intended for web resources, Dublin Core (DC) has proven its versatility in describing various physical and digital objects, including datasets.

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The Data Documentation Initiative (DDI) is an international and open suite of standards expressed in XML for describing the research data produced primarily by surveys and other observational methods in the social, behavioral, and economic (SBE) sciences, health sciences, and official statistics. DDI documents and manages different stages in the research data lifecycle to facilitate the understanding, interpretation, and use of data by people, software, and computer networks.

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EML is a community-maintained machine-readable metadata schema that provides a comprehensive vocabulary and XML markup syntax for documenting research data and related outputs. It is widely used in the Earth and Environmental Sciences and sibling disciplines to meet researchers' needs for sharing, preserving, discovering, and reusing data.

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High-quality metadata ensures accuracy and interoperability across systems, and the adoption of metadata standards or schemas facilitates data sharing and collaboration, making data understandable and reusable.

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How to organize your README.

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