Data Tools

Data profiling

Tool for aiding experts in evaluating the completeness of supporting information for a data product, data source, or web application

​​Designed as a checklist for dataflows and data products primarily feeding scientific and/or advice outputs through ICES expert groups.

The aim is to both document the dataflow or product, use the answers as a gauge for completeness of the dataflow, and document ICES efforts to quality assure all aspects of its advice production.

The checklist comprises questions on:
  • data sharing
  • data categorization
  • storage and access
  • data quality
  • data format

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Schematic of data profile checklist. Click on image to enlarge.

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Data profiling

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