config.example.json

{
    "preload_ontologies": [
        {
            "graph": "http://id.loc.gov/vocabulary/iso639-1",
            "ontology_url": "https://csse-uoft.github.io/ontologies/iso639-1.rdf"
        },
        {
            "graph": "https://www.iana.org/assignments/media-types",
            "ontology_url": "https://csse-uoft.github.io/ontologies/iana-media-types.owl"
        }
    ],
    "maturity_model": [
        {
            "title": "Maturity Level 1 (Basic Information)",
            "name": "maturity_level_1",
            "fields": [
                {
                    "name": "theme",
                    "label": "Domain / Topic",
                    "type": "text",
                    "short_description": "Domain or topic of the dataset being cataloged.",
                    "long_description": "The theme or topic of the catalogue entry. Please select from an existing topic, such as Transportation, Housing, etc. Please refer to the taxonomy of topics available.",
                    "category": "content"
                },
                {
                    "ckanField": "title",
                    "short_description": "Title for the Dataset.",
                    "long_description": "Title for the dataset. The value should be descriptive of the dataset. Vague or general terms should be avoided. Duplicate titles in a series should be postfixed with a counter. Often assigned by the creator or publisher.",
                    "category": "content"
                },
                {
                    "ckanField": "organization_and_visibility"
                },
                {
                    "ckanField": "description",
                    "short_description": "A description of the dataset.",
                    "long_description": "This property holds a descriptive text introducing the dataset, context, and if applicable, stakeholders. Often provided by the creator or publisher.",
                    "category": "content"
                },
                {
                    "ckanField": "tags",
                    "short_description": "Keywords/tags categorizing the dataset.",
                    "long_description": "Keywords/tags categorizing the dataset. Often provided by the creator or publisher. The keywords can be added, but suitable keywords should be selected from existing values, if possible. A controlled vocabulary of keywords, organized as a taxonomy, is created for each domain/topic.",
                    "category": "content"
                },
                {
                    "name": "file_format",
                    "label": "Format (CSV, XLS, TXT, PDF, etc)",
                    "short_description": "Format of the dataset.",
                    "long_description": "Format of the dataset can indicate its file type (e.g. csv, pdf, ttl). If multiple types are available, the types are separated by commas (“csv, ttl, pdf”).",
                    "type": "multiple_select",
                    "optionsFromQuery": {
                        "text": "label",
                        "value": "s",
                        "query": "select * where {?s a <http://purl.org/dc/terms/MediaType>. ?s <http://www.w3.org/2000/01/rdf-schema#label> ?label.}"
                    },
                    "allowNewOption": false,
                    "category": "content"
                },
                {
                    "name": "file_size",
                    "label": "Dataset Size",
                    "type": "number",
                    "short_description": "Dataset size in megabytes.",
                    "long_description": "Total size of the datasets in this catalogue entry Saved as an integer of megabtyes (MB).Dataset size in megabytes.",
                    "category": "content"
                },
                {
                    "name": "unique_metadata_identifier",
                    "label": "Metadata Identifier",
                    "short_description": "Metadata identifier – can be used as the unique identifier for catalogue entry",
                    "long_description": "Unique identifier for the metadata catalogue. Often assigned by the creator or publisher.",
                    "type": "text",
                    "category": "content"
                },
                {
                    "name": "published_date",
                    "label": "Published Date",
                    "type": "date",
                    "short_description": "Published date of the dataset.",
                    "long_description": "Published date of the dataset is the data when the dataset was first made accessible to the public. Often provided by the creator or publisher.",
                    "category": "provenance"
                },
                {
                    "name": "time_span_start",
                    "label": "Time Span (start date)",
                    "type": "date",
                    "short_description": "Start date of the data in the dataset.",
                    "long_description": "First date the data was collected for. This is not the date it was collected but the earliest date of the data values.",
                    "category": "tempo_geo"
                },
                {
                    "name": "time_span_end",
                    "label": "Time Span (end date)",
                    "type": "date",
                    "short_description": "End date of time data in the dataset.",
                    "long_description": "Last date the data was collected for. This is not the date it was collected but the latest date of the data values.",
                    "category": "tempo_geo"
                },
                {
                    "name": "geo_span",
                    "label": "GeoSpatial Area Span",
                    "type": "text",
                    "short_description": "A spatial region or named place the dataset covers.",
                    "long_description": "This data represents the geospatial area the dataset covers. This may be captured as a data column or simply defined by the creator or publisher.",
                    "category": "tempo_geo"
                }
            ]
        },

        {
            "title": "Maturity Level 2 (Access)",
            "name": "maturity_level_2",
            "fields": [
                {
                    "name": "access_category",
                    "label": "Access category",
                    "short_description": "Type of access granted for the dataset (open, closed, etc).",
                    "long_description": "Access category provides a description of the licensing rights for accessing the dataset. Often provided by the rights owner, creator or publisher.",
                    "type": "text",
                    "category": "access"
                },
                {
                    "ckanField": "license_id",
                    "short_description": "License used to access the dataset.",
                    "long_description": "License used to access the dataset. Often provided by the creator or publisher. A license should be selected from existing licenses.  A custom license can be added if an applicable license is not available. The licenses must be defined externally, meaning, a temporary or placeholder license or  should not be added. ",
                    "category": "access"
                },
                {
                    "name": "limits_on_use",
                    "label": "Limits on use",
                    "type": "text",
                    "short_description": "Limits on use of data.",
                    "long_description": "Limits on use (e.g., academic purposes). Information provided generally provides more detail on the terms and access rights beyond the license. Usually provided by the rights owner, creator, or publisher.",
                    "category": "access"
                },
                {
                    "name": "location",
                    "label": "Location",
                    "short_description": "Location of the dataset.",
                    "long_description": "Location where the dataset can be accessed, such as a URL.",
                    "category": "access"
                },
                {
                    "name": "data_service",
                    "label": "Data Service",
                    "short_description": "Data service for accessing a dataset.",
                    "long_description": "Data service for accessing a dataset. This references the architecture being used to host and manage access to the datasets, such as CKAN, Dataverse, etc.",
                    "category": "ownership"
                },
                {
                    "name": "owner",
                    "label": "Owner",
                    "type": "text",
                    "short_description": "Owner of the dataset.",
                    "long_description": "Owner's name or authoring organization for the dataset.",
                    "category": "ownership"
                },
                {
                    "name": "access_steward",
                    "label": "Contact Point",
                    "type": "text",
                    "short_description": "Who to contact regarding access.",
                    "long_description": "The access rights steward is the point of contact (either a person or an organization) to gain access to the dataset. Usually provided by the rights owner, creator, or publisher.",
                    "category": "access"
                },
                {
                    "name": "publisher",
                    "label": "Publisher",
                    "short_description": "Publisher of the dataset.",
                    "long_description": "Publisher's name or authoring organization for the dataset.",
                    "category": "ownership"
                },
                {
                    "name": "publisher_email",
                    "label": "Publisher Email",
                    "short_description": "Email of the publisher.",
                    "long_description": "Email of the dataset's publisher. Can be used to contact the author directly.",
                    "category": "ownership"
                },
                {
                    "ckanField": "author",
                    "short_description": "Author of the dataset.",
                    "long_description": "Author's name or authoring organization for the dataset.",
                    "category": "ownership"
                },
                {
                    "ckanField": "author_email",
                    "short_description": "Email of the author.",
                    "long_description": "Email of the dataset's author. Can be used to contact the author directly.",
                    "category": "ownership"
                },
                {
                    "name": "accessed_date",
                    "label": "Accessed At",
                    "short_description": "Date the data and metadata was accessed.",
                    "long_description": "Date the data and metadata was accessed. This date identifies when the dataset and metadata were reviewed for entry into CUDC. Usually, this is provided by data curator or the data owner if provided indirectly from the owner.",
                    "type": "date",
                    "category": "content"
                }
            ]
        },
        {
            "title": "Maturity Level 3 (Content)",
            "name": "maturity_level_3",
            "fields": [
                {
                    "name": "unique_identifier",
                    "label": "Identifier",
                    "short_description": "Unique identifier for the dataset.",
                    "long_description": "Unique identifier for the dataset.  Often assigned by the creator or publisher.",
                    "type": "text",
                    "category": "content"
                },
                {
                    "name": "language",
                    "label": "Language",
                    "type": "multiple_select",
                    "optionsFromQuery": {
                        "text": "label",
                        "value": "s",
                        "query": "select * from <http://id.loc.gov/vocabulary/iso639-1> where {?s <http://www.w3.org/2004/02/skos/core#prefLabel> ?label. FILTER (lang(?label) = 'en')}"
                    },
                    "short_description": "Language(s) of the dataset",
                    "long_description": "Language(s) of the dataset capture what language the data is in. It does not reflect the language o the metadata associated with it.",
                    "category": "content"
                },
                {
                    "name": "description_document",
                    "label": "Link to dataset description",
                    "type": "text",
                    "short_description": "A URL to an external document describing the dataset.",
                    "long_description": "A URL to an external document describing the dataset. Often this would be a website that provides additional details about the dataset. It can also link to a document (e.g. PDF) or a resource of some sort (e.g. LinkedData object).",
                    "category": "content"
                },
                {
                    "name": "persistent_identifier",
                    "label": "Persistent Identifier",
                    "short_description": "Data is identified by a persistent identifier.",
                    "long_description": "Data is identified by a persistent identifier. A unique identifier can be in any format, as long as it is unique within some context. Often, this is stored as a unique resource identifier (URI).",
                    "category": "content",
                    "type": "single_select",
                    "options": [
                        {
                            "text": "N/A",
                            "value": ""
                        },
                        {
                            "text": "Yes",
                            "value": "Yes"
                        },
                        {
                            "text": "No",
                            "value": "No"
                        }
                    ]
                },
                {
                    "name": "global_unique_identifier",
                    "label": "Globally Unique Identifier",
                    "short_description": "Data is identified by a persistent and globally unique identifier.",
                    "long_description": "Data is identified by a persistent and globally unique identifier. A unique identifier can be in any format as long as it is globally unique. Often, this is stored as a unique resource identifier (URI).",
                    "category": "content",
                    "type": "single_select",
                    "options": [
                        {
                            "text": "N/A",
                            "value": ""
                        },
                        {
                            "text": "Yes",
                            "value": "Yes"
                        },
                        {
                            "text": "No",
                            "value": "No"
                        }
                    ]
                },
                {
                    "name": "contains_individual_data",
                    "label": "Contains Individual Data",
                    "short_description": "Does the data hold individualized data?",
                    "long_description": "Captures whether the dataset holds data about individuals in a population? If yes, the dataset is aggregated at the individual level. If not, the data is aggerated. This does not mean the individuals cannot be inferred from the dataset. Other metadata properties are required to indicate whether individuals can be inferred from the dataset or not.",
                    "category": "content",
                    "type": "single_select",
                    "options": [
                        {
                            "text": "N/A",
                            "value": ""
                        },
                        {
                            "text": "Yes",
                            "value": "Yes"
                        },
                        {
                            "text": "No",
                            "value": "No"
                        }
                    ]
                },
                {
                    "name": "contains_identifiable_individual_data",
                    "label": "Contains Identifiable Data",
                    "type": "single_select",
                    "short_description": "Does the data hold identifiable individual data?",
                    "long_description": "Does the data hold identifiable individual data that can be used to uniquely identify an individual data was collected about? If yes, the dataset is not anonymized.",
                    "category": "content",
                    "options": [
                        {
                            "text": "N/A",
                            "value": ""
                        },
                        {
                            "text": "Yes",
                            "value": "Yes"
                        },
                        {
                            "text": "No",
                            "value": "No"
                        }
                    ]
                },
                {
                    "name": "contains_indigenous_data",
                    "label": "Contains Indigenous Data",
                    "type": "single_select",
                    "short_description": "Does the data hold data about Indigenous communities?",
                    "long_description": "Does the data hold data about Indigenous communities? If yes, the dataset should comply with OCAP principles (Ownership, Control, Access, Possession). See https://fnigc.ca/ocap-training/ for more information.",
                    "category": "content",
                    "options": [
                        {
                            "text": "N/A",
                            "value": ""
                        },
                        {
                            "text": "Yes",
                            "value": "Yes"
                        },
                        {
                            "text": "No",
                            "value": "No"
                        }
                    ]
                }
            ]
        },
        {
            "title": "Maturity Level 4 (Privacy)",
            "name": "maturity_level_4",
            "fields": [
                {
                    "ckanField": "version",
                    "short_description": "Version of the datatset",
                    "long_description": "A literal representing the version of this dataset. It can be a number (e.g. v1.1) a date (e.g. Jan 1, 2022) or a textual description (e.g. 'First version published for public use').",
                    "category": "content"
                },
                {
                    "ckanField": "source",
                    "short_description": "Source of the dataset.",
                    "long_description": "Source where the dataset can be accessed, such as a URL.",
                    "category": "access"
                },
                {
                    "name": "version_info",
                    "label": "Version notes",
                    "type": "text",
                    "short_description": "Version notes about the dataset.",
                    "long_description": "Additional information about the version, such as date the dataset was published, reasons for publishing, changes from previous version, etc.",
                    "category": "provenance"
                },
                {
                    "name": "version_dataset",
                    "label": "Is version of another dataset",
                    "type": "text",
                    "short_description": "Link to dataset that it is a version of.",
                    "long_description": "Often a dataset is a version of another dataset. This new version may be an updated or revised in some other way, such as a processed version with additional analysis, aggregation level, or quality improvements. This property is a link to a dataset the catalogued dataset is an updated version of.",
                    "category": "provenance"
                },
                {
                    "name": "dataset_versions",
                    "label": "Other versions",
                    "type": "text",
                    "short_description": "Link to datasets that are versions of it.",
                    "long_description": "Often a dataset is a version of another dataset. This new version may be an updated or revised in some other way, such as a processed version with additional analysis, aggregation level, or quality improvements. This property is a link to a dataset the catalogued dataset is the original version of.",
                    "category": "provenance"
                },
                {
                    "name": "provenance",
                    "label": "Provenance Text",
                    "type": "text",
                    "short_description": "Provenance Text of the data.",
                    "long_description": "Provenance of the data, identifying who created the previous versions, who has used them, etc.",
                    "category": "provenance"
                },
                {
                    "name": "provenance_url",
                    "label": "Provenance URL",
                    "type": "text",
                    "short_description": "Provenance URL of the data.",
                    "long_description": "If there is additional documentation about the provenance of the catalogued dataset, this property stores a URL to the external location where this information is available.",
                    "category": "provenance"
                },
                {
                    "name": "temporal_resolution",
                    "label": "Temporal resolution",
                    "type": "text",
                    "short_description": "Describes how granular the date/time data in the dataset is.",
                    "long_description": "Describes how granular the date/time data in the dataset is. Usually, this explains the level of aggregation provided by the dataset. For example, time-series data can be by minute, hour, year, or season.",
                    "category": "tempo_geo"
                },
                {
                    "name": "geospatial_resolution_in_meters",
                    "label": "GeoSpatial resolution in meters",
                    "type": "text",
                    "short_description": "Describes how granular (in meters) geospatial data is in the dataset.",
                    "long_description": "Describes how granular (in meters) geospatial data is in the dataset. Usually, this explains the level of aggregation provided by the dataset. For example, geospatial information can be stored in 1 meter detail, 5 meters, 1000 meters, etc.",
                    "category": "tempo_geo"
                },
                {
                    "name": "geospatial_resolution",
                    "label": "GeoSpatial resolution (in regions)",
                    "type": "text",
                    "short_description": "Describes how granular (in regions) geospatial data is in the dataset.",
                    "long_description": "Describes how granular (in regions) geospatial data is in the dataset. Usually, this explains the level of aggregation provided by the dataset. For example, geospatial information can be at the city, province, region, or country level. It can also be stored as a polygon defined by longitude/latitude coordinates.",
                    "category": "tempo_geo"
                }
            ]
        },
        {
            "title": "Maturity Level 5 (Indigenous Data)",
            "name": "maturity_level_5",
            "fields": [
                {
                    "name": "indigenous_community_permission",
                    "label": "Indigenous Community Permission",
                    "type": "text",
                    "short_description": "Who holds the Indigenous Community Permission. Who to contact regarding access to a dataset that has data about Indigenous communities.",
                    "long_description": "Who holds the Indigenous Community Permission. The Indigenous access rights steward is the point of contact (either a person or an organization) to gain access to the dataset. It is an agent that has the right to manage access rights to Indigenous data. That person can be Indigenous themselves or a non-Indigenous agent that acts as the steward for access rights to the data. Usually provided by the previous rights owner, creator, or publisher.",
                    "category": "access"
                },
                {
                    "name": "community_steward",
                    "label": "Community Permission",
                    "type": "text",
                    "short_description": "Community permission (who gave permission).",
                    "long_description": "Community permission identifies the person or contact information indicating who tocontact about gaining permission to use the data that belongs to an entire comunity. This comunity steward speaks on behalf of the enture community regarding access to the dataset.",
                    "category": "ownership"
                },

                {
                    "name": "indigenous_span",
                    "label": "The Indigenous communities the dataset is about",
                    "type": "text",
                    "short_description": "Indigenous communities from which data is derived.",
                    "long_description": "Indigenous communities from which data is derived. this represents the community coverage of the communities that provided the data or are the subject of data stored in the dataset.",
                    "category": "tempo_geo"
                }
            ]
        },
        {
            "title": "Maturity Level 6 (Quality)",
            "name": "maturity_level_6",
            "fields": [
                {
                    "name": "number_of_rows",
                    "label": "Number of data rows",
                    "short_description": "If tabular dataset, total number of rows.",
                    "long_description": "If tabular dataset, total number of data rows. Tabular could be a CSV file, an Excel file, a relational database, etc.",
                    "category": "statistical"
                },
                {
                    "name": "number_of_columns",
                    "label": "Number of data columns",
                    "short_description": "If tabular dataset, total number of unique columns.",
                    "long_description": "If tabular dataset, total number of unique columns, across all sheets (if an Excel type file). Tabular could be a CSV file, an Excel file, a relational database, etc.",
                    "category": "statistical"
                },
                {
                    "name": "number_of_cells",
                    "label": "Number of data cells",
                    "short_description": "If tabular dataset, total number of cells with data.",
                    "long_description": "If tabular dataset, total number of data cells with data, i.e. not empty cells. Tabular could be a CSV file, an Excel file, a relational database, etc.",
                    "category": "statistical"
                },
                {
                    "name": "number_of_triples",
                    "label": "Number of data relations",
                    "short_description": "If RDF dataset, total number of triples.",
                    "long_description": "If RDF dataset, total number of triples.",
                    "category": "statistical"
                },
                {
                    "name": "number_of_entities",
                    "label": "Number of entities",
                    "short_description": "If RDF dataset, total number of entities.",
                    "long_description": "If RDF dataset, total number of entities (i.e. concepts used in the dataset).",
                    "category": "statistical"
                },
                {
                    "name": "number_of_properties",
                    "label": "Number of data properties",
                    "short_description": "If RDF dataset, total number of unique properties used by the triples.",
                    "long_description": "If RDF dataset, total number of unique properties used in this dataset.",
                    "category": "statistical"
                },
                {
                    "name": "quality_annotation",
                    "label": "Data quality",
                    "short_description": "Describes the quality of the data in the dataset.",
                    "long_description": "Quality of the data can be a simple description (e.g. \"high quality for 80%\"), a simple scale (e.g. \"3 out of 4\") or specific values and metrics (e.g. \"80% of cells re missing\").",
                    "category": "statistical",
                    "type": "text"
                },
                {
                    "name": "quality_dimension_metric",
                    "label": "Metric for data quality",
                    "short_description": "A metric used to measure the quality of the data, such as missing values or invalid formats.",
                    "long_description": "Quality metrics can be any metrics used to measure the quality of the dataset as a whole. For example, the VIMO metrics are used to measure how many cells are valid, invalid, missing, or outliers.",
                    "category": "statistical",
                    "type": "text"
                }
            ]
        }
    ],
    "mappings": {
        "@context": {
            "xsd": "http://www.w3.org/2001/XMLSchema#",
            "owl": "http://www.w3.org/2002/07/owl#",
            "dcat": "http://www.w3.org/ns/dcat#",
            "skos": "http://www.w3.org/2004/02/skos/core#",
            "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
            "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
            "dct": "http://purl.org/dc/terms/",
            "foaf": "http://xmlns.com/foaf/0.1/",
            "cudr": "http://data.urbandatacentre.ca/",
            "cudrc": "http://data.urbandatacentre.ca/catalogue/",
            "fair": "http://ontology.eil.utoronto.ca/fair#",
            "adms": "http://www.w3.org/ns/adms#",
            "locn": "http://www.w3.org/ns/locn#",
            "odrl": "http://www.w3.org/ns/odrl/2/",
            "prov": "http://www.w3.org/ns/prov#",
            "oa": "http://www.w3.org/ns/oa#",
            "vcard": "http://www.w3.org/2006/vcard/ns#",
            "dqv": "http://www.w3.org/ns/dqv#",
            "sc": "http://schema.org/"
        },
        "@id": "http://data.urbandatacentre.ca/catalogue/{ckanField.id}",
        "@type": "http://data.urbandatacentre.ca/catalogue",


        "dcat:theme": {
            "@type": "skos:Concept",
            "@id": "http://data.urbandatacentre.ca/theme/{quote_url(theme.lower())}",
            "skos:prefLabel": "{theme}"
        },
        "dct:title": {
            "@type": "xsd:string",
            "@value": "{ckanField.title}"
        },
        "dct:description": "{ckanField.description}",
        "dcat:keyword": "eval(mapFromCKANTags(ckanField.tags))",
        "dct:issued": {
            "@type": "xsd:date",
            "@value": "{to_date(published_date)}"
        },
        "cudr:hasTemporalStart": {
            "@type": "xsd:date",
            "@value": "{to_date(time_span_start)}"
        },
        "cudr:hasTemporalEnd": {
            "@type": "xsd:date",
            "@value": "{to_date(time_span_end)}"
        },
        "dct:spatial": {
            "@type": "dct:Location",
            "@id": "http://data.urbandatacentre.ca/geo/{quote_url(geo_span.lower())}",
            "locn:geometry": "{geo_span}"
        },




        "dct:identifier": "{unique_identifier}",
        "cudr:accessCategory": "{access_category}",
        "dct:license": "eval(mapFromCKANLicense(license_id))",
        "dcat:accessURL": {
            "@id": "{quote_url(location)}"
        },
        "cudr:catalogueEntryIdentifier": "{unique_metadata_identifier}",
        "cudr:file_size": {
            "@type": "xsd:decimal",
            "@value": "{file_size}"
        },
        "dcat:accessService": {
            "@id": "http://data.urbandatacentre.ca/data_service/{generate_uuid()}",
            "@type": "dcat:DataService",
            "dcat:endpointURL": "{data_service}"
        },
        "dct:rightsHolder": {
            "@id": "http://data.urbandatacentre.ca/owner/{generate_uuid()}",
            "@type": [
                "foaf:Agent"
            ],
            "foaf:name": "{owner}"
        },
        "dcat:contactPoint": {
            "@id": "http://data.urbandatacentre.ca/contact_point/{generate_uuid()}",
            "@type":"vcard:Individual",
            "vcard:fn": "{access_steward}"
        },
        "dct:publisher": {
            "@id": "http://data.urbandatacentre.ca/publisher/{generate_uuid()}",
            "@type": [
                "foaf:Agent"
            ],
            "foaf:name": "{publisher}",
            "foaf:mbox": "{publisher_email}"
        },
        "dct:creator": {
            "@id": "http://data.urbandatacentre.ca/creator/{generate_uuid()}",
            "@type": [
                "foaf:Agent"
            ],
            "foaf:mbox": "{ckanField.author_email}",
            "foaf:name": "{ckanField.author}"
        },
        "cudr:accessedAt": {
            "@type": "xsd:date",
            "@value": "{to_date(accessed_date)}"
        },




        "dcat:landingPage": {
            "@id": "{quote_url(description_document)}"
        },
        "dct:language": "eval(split_to_uris(language))",
        "fair:rda-f1-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(persistent_identifier)}"
        },
        "fair:rda-f1-02d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(global_unique_identifier)}"
        },
        "dct:format": "eval(split_to_uris(file_format))",
        "dcat:downloadURL": {
            "@id": "{quote_url(ckanField.source)}"
        },
        "owl:versionInfo": "{version_info}",
        "adms:versionNotes": "{ckanField.version}",
        "dct:isVersionOf": "{version_dataset}",
        "dct:hasVersion": "{dataset_versions}",
        "dct:provenance": {
            "@id": "http://data.urbandatacentre.ca/provenance/{generate_uuid()}",
            "@type": "dct:ProvenanceStatement",
            "prov:value": "{provenance}",
            "prov:wasQuotedFrom": "{provenance_url}"
        },
        "dcat:temporalResolution": "{temporal_resolution}",
        "dcat:spatialResolutionInMeters": {
            "@type": "xsd:decimal",
            "@value": "{geospatial_resolution_in_meters}"
        },
        "cudr:spatialResolutionInRegion": {
            "@id": "http://data.urbandatacentre.ca/administrativeArea/{generate_uuid()}",
            "@type" : "sc:AdministrativeArea",
            "sc:name": "{geospatial_resolution}"
        },




        "cudr:containsIndividualData": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(contains_individual_data)}"
        },
        "cudr:containsIdentifiableIndividualData": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(contains_identifiable_individual_data)}"
        },
        "cudr:containsIndigenousData": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(contains_indigenous_data)}"
        },
        "odrl:hasPolicy": {
            "@type"     : "odrl:Policy",
            "@value"    : "{limits_on_use}"
        },
        "cudr:indigenousRightsHolder": {
            "@id": "http://data.urbandatacentre.ca/indigenousRightsHolder/{generate_uuid()}",
            "@type": [
                "foaf:Agent"
            ],
            "foaf:name": "{indigenous_community_permission}"
        },
        "cudr:communityRightsHolder": {
            "@id": "http://data.urbandatacentre.ca/communityRightsHolder/{generate_uuid()}",
            "@type": [
                "foaf:Agent"
            ],
            "foaf:name": "{community_steward}"
        },
        "cudr:spatialIndigenousCommunity": {
            "@type": "dct:Location",
            "@id": "http://data.urbandatacentre.ca/geo/{quote_url(indigenous_span.lower())}",
            "locn:geometry": "{indigenous_span}"
        },




        "fair:rda-r1.3-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_r1_3_01d)}"
        },
        "fair:rda-i1-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_i1_01d)}"
        },
        "fair:rda-i1-02d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_i1_02d)}"
        },
        "fair:rda-i2-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_i2_01d)}"
        },
        "fair:rda-i3-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_i3_01d)}"
        },
        "fair:rda-a1.2-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_2_01d)}"
        },
        "fair:rda-a1-02d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_02d)}"
        },
        "fair:rda-a1-03d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_03d)}"
        },
        "fair:rda-a1-04d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_04d)}"
        },
        "fair:rda-a1-05d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_05d)}"
        },
        "fair:rda-a1.1-01d": {
            "@type": "xsd:boolean",
            "@value": "{to_bool(fair_rda_a1_1_01d)}"
        },



        "cudr:rows": {
            "@type": "xsd:integer",
            "@value": "{number_of_rows}"
        },
        "cudr:columns": {
            "@type": "xsd:integer",
            "@value": "{number_of_columns}"
        },
        "cudr:cells": {
            "@type": "xsd:integer",
            "@value": "{number_of_cells}"
        },
        "cudr:triples": {
            "@type": "xsd:integer",
            "@value": "{number_of_triples}"
        },
        "cudr:entities": {
            "@type": "xsd:integer",
            "@value": "{number_of_entities}"
        },
        "cudr:properties": {
            "@type": "xsd:integer",
            "@value": "{number_of_properties}"
        },

        "dqv:hasQualityAnnotation": {
            "@id": "http://data.urbandatacentre.ca/qualityAnnotation/{generate_uuid()}",
            "@type": "dqv:QualityAnnotation",
            "oa:motivatedBy": {
                "@id": "oa:assessing"
            },
            "oa:hasBody": {
                "@id": "http://data.urbandatacentre.ca/qualityAnnotation/body/{generate_uuid()}",
                "@type": "oa:TextualBody",
                "rdf:value": "{quality_annotation}"
            }
        },
        "dqv:inDimension": "TODO"

    }
}