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Case studies & examples
CDOC Data Inventory Report
The Chief Data Officers Council Data Inventory Working Group developed this paper to highlight the value proposition for data inventories and describe challenges agencies may face when implementing and managing comprehensive data inventories. It identifies opportunities agencies can take to overcome some of these challenges and includes a set of recommendations directed at Agencies, OMB, and the CDO Council (CDOC).
Data.gov Metadata Management Services Product-Preliminary Plan
Status summary and preliminary business plan for a potential metadata management product under development by the Data.gov Program Management Office
Source
data.gov
Keywords
data management, Federal Data Strategy, metadata, open data
Format
PDF (7 pages)
Fuels Knowledge Graph Project
The Fuels Knowledge Graph Project (FKGP), funded through the Federal Chief Data Officers (CDO) Council, explored the use of knowledge graphs to achieve more consistent and reliable fuel management performance measures. The team hypothesized that better performance measures and an interoperable semantic framework could enhance the ability to understand wildfires and, ultimately, improve outcomes. To develop a more systematic and robust characterization of program outcomes, the FKGP team compiled, reviewed, and analyzed multiple agency glossaries and data sources. The team examined the relationships between them, while documenting the data management necessary for a successful fuels management program.
Improving Data Access and Data Management: Artificial Intelligence-Generated Metadata Tags at NASA
NASA’s data scientists and research content managers recently built an automated tagging system using machine learning and natural language processing. This system serves as an example of how other agencies can use their own unstructured data to improve information accessibility and promote data reuse.
Source
National Aeronautics and Space Administration
Keywords
metadata, data management, data sharing, process redesign, Federal Data Strategy
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Data tools
JSON Validator
JSON Validator is used to check your agency’s data.json against the required federal metadata schema.
Source
General Services Administration
Keywords
data validation, metadata, Project Open Data Metadata Schema, data schema, data standards, data inventory
pycsw
pycsw is an OGC CSW server implementation written in Python that allows for the publishing and discovery of geospatial metadata via numerous APIs.