Live briefing
Everything about Metadata
Data about other data
Metadata is data that defines and describes the characteristics of other data. It often helps to describe, explain, locate, or otherwise make data easier to retrieve, use, or manage. For example, the title, author, and publication date of a book are metadata about the book. But, while a data asset is finite, its metadata is infinite. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: MetadataA 5-minute orientation
- Skim a recent paper: IMG/VR v4: an expanded database of uncultivated virus genomes within a framework of extensive functional, taxonomic, and ecological metadataInfluential work since 2022
- Pick up a classic book: The Library at NightThe most-reprinted book on the subject
- Read the landmark paper: Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics supportCited 48,733 times
- Go sideways: Metadata registryA closely related topic
- Go sideways: Geospatial metadataA closely related topic
📖 Definitions
Noun Data that describes other data, serving as an informative label.
Noun Structured information about a file (date created, creator, software used to create, last modified, file format, file fingerprint, etc).
🏆 Landmark papers (most cited)
Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support
The Genomes On Line Database (GOLD) in 2009: status of genomic and metagenomic projects and their associated metadata
Metadata matters: access to image data in the real world
Metabolomics Workbench: An international repository for metabolomics data and metadata, metabolite standards, protocols, tutorials and training, and analysis tools
Compact graphical representation of phylogenetic data and metadata with GraPhlAn
Exploring and retrieving sequence and metadata for species across the tree of life with NCBI Datasets
Genomes on a Tree (GoaT): A versatile, scalable search engine for genomic and sequencing project metadata across the eukaryotic tree of life
Is More Better? Using Metadata to Explore Dose–Response Relationships in Stroke Rehabilitation
🆕 Influential since 2022
IMG/VR v4: an expanded database of uncultivated virus genomes within a framework of extensive functional, taxonomic, and ecological metadata
Specimen and sample metadata standards for biodiversity genomics: a proposal from the Darwin Tree of Life project
A multimodal transformer to fuse images and metadata for skin disease classification
SigCom LINCS: data and metadata search engine for a million gene expression signatures
IMG/PR: a database of plasmids from genomes and metagenomes with rich annotations and metadata
📚 Books worth reading
The Library at NightAlberto Manguel · 2003
Metadata and Semantic ResearchEmmanouel Garoufallou, Sirje Virkus · 2017
Multimedia semanticsRaphael Troncy · 1991
Metadata Best Practices and GuidelinesJung-ran Park · 2011
Functional Future for Bibliographic ControlShawne D. Miksa · 2013
Twenty-first Century Metadata OperationsBradford Lee Eden · 2011- 📕Information Resource DescriptionPhilip Hider · 2015
The Organization of InformationArlene G. Taylor · 1999
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Metadata registry A metadata registry is a central location in an organization where metadata definitions are stored and maintained in a controlled method. A metadata repository…
- Geospatial metadata Geospatial metadata (also geographic metadata) is a type of metadata applicable to geographic data and information. Such objects may be stored in a geographic…
- Metadata standard A metadata standard is a requirement which is intended to establish a common understanding of the meaning or semantics of the data, to ensure correct and…
- Data definition specification In computing, a data definition specification (DDS) is a guideline to ensure comprehensive and consistent data definition. It represents the attributes…
- ISO/IEC 11179 The ISO/IEC 11179 metadata registry (MDR) standard is an international ISO/IEC standard for representing metadata for an organization in a metadata registry…
- AgMES The AgMES (Agricultural Metadata Element set) initiative was developed by the Food and Agriculture Organization (FAO) of the United Nations and aims to…
- Data dictionary A data dictionary, or metadata repository, as defined in the IBM Dictionary of Computing, is a "centralized repository of information about data such as…
- Data element In metadata, a data element is an atomic unit of data with a precise meaning. A data element has a name and a definition, and may also include one or more…