{
  "id": "urn:ngsi-ld:DataQualityAssessment:Temperature:smartsantander:u7jcfa:f3058",
  "type": "DataQualityAssessment",
  "dateCalculated": {
    "type": "DateTime",
    "value": "2022-09-10T10:01:20Z"
  },
  "source": {
    "type": "Text",
    "value": "https://salted-project.eu"
  },
  "outlier": {
    "type": "StructuredValue",
    "value": {
      "isOutlier": true,
      "outlierScore": 0.7,
      "methodology": "urn:ngsi-ld:AI-Methodology:Outlier:Temperature:smartsantander:u7jcfa:f3058"
    }
  },
  "duplicate": {
    "type": "StructuredValue",
    "value": {
      "isDuplicate": true,
      "foundMatches": ["urn:ngsi-ld:DataQualityAssessment:Temperature:smartsantander:u7jcfa:f3062"]
    }
  },
  "synthetic": {
    "type": "StructuredValue",
    "value": {
      "isSynthetic": false,
      "methodology": "urn:ngsi-ld:AI-Methodology:Synthetic:Temperature:smartsantander:u7jcfa:f3058"
    }
  },
  "dataQualityAssessmentDomains": {
    "type": "object",
    "value": {
      "completeness": {
        "type": "array",
        "value": [1,1,1,1,1,1,1,0.9865,1,1,0.9595,0.9595]
      },
      "consistency": {
        "type": "array",
        "value": [1,1,1,1,1,1,1,1,1,1,1,1]
      },
      "timeliness": {
        "type": "array",
        "value": [0.9342,0.9342,0.9342,0.9342,0.9342,0.9342,0.9342,0.9211,0.9342,0.9342,0.8947,0.8947]
      },
      "uniqueness": {
        "type": "array",
        "value": [1,1,1,1,1,1,1,1,1,1,1,1]
      },
      "validity": {
        "type": "array",
        "value": [1,1,1,1,1,1,1,1,1,1,1,1]
      }
    }
  },
  "dataQualityAssessmentVariableNames": {
      "type": "array",
      "value": [
        "dataProvider",
        "dateObserved",
        "entityId",
        "location.coordinates.0",
        "location.coordinates.1",
        "location.type",
        "precipitation",
        "relativeHumidity",
        "temperature",
        "entityType",
        "windDirection",
        "windSpeed"
    ]  
  },
  "dataQualityAssessmentParameters": {
    "type": "object",
    "value": {
      "id_columns": {
        "type": "array",
        "value": ["_id", "entityId"]
      },
      "date_column": {
        "type": "string",
        "value": "dateObserved"
      },
      "drop_columns": {
        "type": "array",
        "value": ["entityType"]
      },
      "group_id": {
        "type": "array",
        "value": ["location.type", "windDirection"]
      },
      "lower_bd": {
        "type": "number",
        "value": 0.0
      },
      "upper_bd": {
        "type": "number",
        "value": 999999
      },
      "all_positive": {
        "type": "boolean",
        "value": false
      },
      "non_zero": {
        "type": "boolean",
        "value": false
      },
      "str_min_len": {
        "type": "integer",
        "value": 0
      },
      "str_max_len": {
        "type": "integer",
        "value": 0
      },
      "dec_places": {
        "type": "integer",
        "value": 1
      },
      "thousands_sep": {
        "type": "boolean",
        "value": false
      },
      "freq_unit": {
        "type": "string",
        "value": "H"
      },
      "freq_num": {
        "type": "integer",
        "value": 5
      }
    }
  },
  "precision": {
    "type": "Number",
    "value": 1.3
  },
  "accuracy": {
    "type": "Number",
    "value": 0.25
  },
  "timeliness": {
    "type": "Number",
    "value": 3
  },
  "completeness": {
    "type": "Number",
    "value": 0.5
  }
}
