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Slot: cleaning_details

Free-text description of data cleaning procedures applied, including criteria for removing or correcting instances, tools used, and how removed instances are accounted for.

__

URI: dcterms:description Alias: cleaning_details

Applicable Classes

Name Description Modifies Slot
CleaningStrategy Was any cleaning of the data done (e no

Properties

  • Range: String

  • Multivalued: True

Identifier and Mapping Information

Annotations

property value
d4d:docExample Outlier removal using 3-sigma rule; manual review of flagged records

Schema Source

  • from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type Mapped Value
self dcterms:description
native data_sheets_schema:cleaning_details

LinkML Source

name: cleaning_details
annotations:
  d4d:docExample:
    tag: d4d:docExample
    value: Outlier removal using 3-sigma rule; manual review of flagged records
description: 'Free-text description of data cleaning procedures applied, including
  criteria for removing or correcting instances, tools used, and how removed instances
  are accounted for.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
rank: 1000
slot_uri: dcterms:description
alias: cleaning_details
owner: CleaningStrategy
domain_of:
- CleaningStrategy
range: string
multivalued: true