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Class: RawDataSource

Description of raw data sources before preprocessing, cleaning, or labeling. Documents where the original data comes from and how it can be accessed.

__

URI: data_sheets_schema:RawDataSource

classDiagram class RawDataSource click RawDataSource href "../RawDataSource/" DatasetProperty <|-- RawDataSource click DatasetProperty href "../DatasetProperty/" RawDataSource : access_details RawDataSource : description RawDataSource : id RawDataSource : name RawDataSource : raw_data_format RawDataSource : source_description RawDataSource : source_type RawDataSource : used_software RawDataSource --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
source_description 1
String		 Detailed description of where raw data comes from (e direct
source_type *
String		 Type of raw source (sensor, database, user input, web scraping, etc direct
access_details 0..1
String		 Information on how to access or retrieve the raw source data direct
raw_data_format *
String		 Format of the raw data before any preprocessing 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 raw_data_sources range RawDataSource
DataSubset raw_data_sources range RawDataSource

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type Mapped Value
self data_sheets_schema:RawDataSource
native data_sheets_schema:RawDataSource
exact rai:dataCollectionRawData

LinkML Source

Direct

name: RawDataSource
description: 'Description of raw data sources before preprocessing, cleaning, or labeling.
  Documents where the original data comes from and how it can be accessed.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataCollectionRawData
is_a: DatasetProperty
attributes:
  source_description:
    name: source_description
    description: 'Detailed description of where raw data comes from (e.g., sensors,
      databases, web APIs, manual collection).

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    domain_of:
    - RawDataSource
    range: string
    required: true
  source_type:
    name: source_type
    description: 'Type of raw source (sensor, database, user input, web scraping,
      etc.).

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    domain_of:
    - RawDataSource
    range: string
    multivalued: true
  access_details:
    name: access_details
    description: 'Information on how to access or retrieve the raw source data.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    domain_of:
    - RawDataSource
    range: string
  raw_data_format:
    name: raw_data_format
    description: 'Format of the raw data before any preprocessing.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    domain_of:
    - RawDataSource
    range: string
    multivalued: true

Induced

name: RawDataSource
description: 'Description of raw data sources before preprocessing, cleaning, or labeling.
  Documents where the original data comes from and how it can be accessed.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataCollectionRawData
is_a: DatasetProperty
attributes:
  source_description:
    name: source_description
    description: 'Detailed description of where raw data comes from (e.g., sensors,
      databases, web APIs, manual collection).

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    alias: source_description
    owner: RawDataSource
    domain_of:
    - RawDataSource
    range: string
    required: true
  source_type:
    name: source_type
    description: 'Type of raw source (sensor, database, user input, web scraping,
      etc.).

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    alias: source_type
    owner: RawDataSource
    domain_of:
    - RawDataSource
    range: string
    multivalued: true
  access_details:
    name: access_details
    description: 'Information on how to access or retrieve the raw source data.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    alias: access_details
    owner: RawDataSource
    domain_of:
    - RawDataSource
    range: string
  raw_data_format:
    name: raw_data_format
    description: 'Format of the raw data before any preprocessing.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/collection
    rank: 1000
    alias: raw_data_format
    owner: RawDataSource
    domain_of:
    - RawDataSource
    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: RawDataSource
    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: RawDataSource
    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: RawDataSource
    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: RawDataSource
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true