L. Heeley, S. Wilkinson, Joint Nature Conservation Committee. (2018). Data Skills Framework: A generic approach to assessing and developing data related competencies and skills. Gov.uk. https://data.jncc.gov.uk/data/6ef949ed-1c22-438f-b2f7-fd4818ec4566/JNCC-Report-590-FINAL-WEB.pdf

"Designed to be generic and it covers the full range of data-related competencies from identifying data needs to visualisation of outputs. Seven core themes are described with three levels within each (foundation, intermediate and advanced)."

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Frameworks: Competency Model or Framework,
Themes: Data Requirements, Data Governance or Stewardship, Data Management, Data Security, Data Manipulation, Data Analysis, Data Visualization,