Class: DataAnomaly

Are there any errors, sources of noise, or redundancies in the dataset?

__

classDiagram class DataAnomaly click DataAnomaly href "../DataAnomaly/" DatasetProperty <|-- DataAnomaly click DatasetProperty href "../DatasetProperty/" DataAnomaly : anomaly_details DataAnomaly : description DataAnomaly : id DataAnomaly : name DataAnomaly : used_software DataAnomaly --> "*" Software : used_software click Software href "../Software/"

Inheritance

DatasetProperty
- DataAnomaly

Slots

Name	Cardinality and Range	Description	Inheritance
anomaly_details	* String	Details on errors, noise sources, or redundancies in the dataset	direct
id	0..1 Uriorcurie	An optional identifier for this property	DatasetProperty
name	0..1 String	A human-readable name for this property	DatasetProperty
description	0..1 String	A human-readable description for this property	DatasetProperty
used_software	* Software	What software was used as part of this dataset property?	DatasetProperty

Usages

used by	used in	type	used
Dataset	anomalies	range	DataAnomaly
DataSubset	anomalies	range	DataAnomaly

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:DataAnomaly
native	data_sheets_schema:DataAnomaly

LinkML Source

Direct

name: DataAnomaly
description: 'Are there any errors, sources of noise, or redundancies in the dataset?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anomaly_details:
    name: anomaly_details
    description: 'Details on errors, noise sources, or redundancies in the dataset.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - DataAnomaly
    range: string
    multivalued: true

Induced

name: DataAnomaly
description: 'Are there any errors, sources of noise, or redundancies in the dataset?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anomaly_details:
    name: anomaly_details
    description: 'Details on errors, noise sources, or redundancies in the dataset.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    alias: anomaly_details
    owner: DataAnomaly
    domain_of:
    - DataAnomaly
    range: string
    multivalued: true
  id:
    name: id
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: DataAnomaly
    domain_of:
    - NamedThing
    - DatasetProperty
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: DataAnomaly
    domain_of:
    - NamedThing
    - DatasetProperty
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: DataAnomaly
    domain_of:
    - NamedThing
    - DatasetProperty
    - DatasetRelationship
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    alias: used_software
    owner: DataAnomaly
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true