Anomaly Detection · JSON-LD Context

Anomaly Detection Context

JSON-LD context defining the semantic vocabulary for Anomaly Detection from Anomaly Detection.

6 Classes 23 Properties 4 Namespaces
View Context View on GitHub

Namespaces

anom: https://api-evangelist.github.io/anomaly-detection/schema/
schema: https://schema.org/
dcterms: http://purl.org/dc/terms/
xsd: http://www.w3.org/2001/XMLSchema#

Classes

Anomaly TimeSeries DetectionJob DataPoint name description

Properties

Property Type Container
id string
timestamp dateTime
createdAt dateTime
modifiedAt dateTime
metricName string
value decimal
expectedValue decimal
anomalyScore decimal
severity string
direction string
algorithm string
status string
seriesId string
dimensions reference
relatedAnomalies string set
metric string
unit string
granularity string
seasonality string
dataPoints reference set
mode string
sensitivity decimal
seriesIds string set

JSON-LD Document

anomaly-detection-context.jsonld Raw ↑ 
{
  "@context": {
    "@version": 1.1,
    "anom": "https://api-evangelist.github.io/anomaly-detection/schema/",
    "schema": "https://schema.org/",
    "dcterms": "http://purl.org/dc/terms/",
    "xsd": "http://www.w3.org/2001/XMLSchema#",

    "Anomaly": "anom:Anomaly",
    "TimeSeries": "anom:TimeSeries",
    "DetectionJob": "anom:DetectionJob",
    "DataPoint": "anom:DataPoint",

    "id": {
      "@id": "dcterms:identifier",
      "@type": "xsd:string"
    },
    "name": "schema:name",
    "description": "schema:description",
    "timestamp": {
      "@id": "anom:timestamp",
      "@type": "xsd:dateTime"
    },
    "createdAt": {
      "@id": "schema:dateCreated",
      "@type": "xsd:dateTime"
    },
    "modifiedAt": {
      "@id": "schema:dateModified",
      "@type": "xsd:dateTime"
    },
    "metricName": {
      "@id": "anom:metric_name",
      "@type": "xsd:string"
    },
    "value": {
      "@id": "anom:value",
      "@type": "xsd:decimal"
    },
    "expectedValue": {
      "@id": "anom:expected_value",
      "@type": "xsd:decimal"
    },
    "anomalyScore": {
      "@id": "anom:anomaly_score",
      "@type": "xsd:decimal"
    },
    "severity": {
      "@id": "anom:severity",
      "@type": "xsd:string"
    },
    "direction": {
      "@id": "anom:direction",
      "@type": "xsd:string"
    },
    "algorithm": {
      "@id": "anom:algorithm",
      "@type": "xsd:string"
    },
    "status": {
      "@id": "anom:status",
      "@type": "xsd:string"
    },
    "seriesId": {
      "@id": "anom:series_id",
      "@type": "xsd:string"
    },
    "dimensions": {
      "@id": "anom:dimensions",
      "@type": "@id"
    },
    "relatedAnomalies": {
      "@id": "anom:related_anomalies",
      "@container": "@set",
      "@type": "xsd:string"
    },
    "metric": {
      "@id": "anom:metric",
      "@type": "xsd:string"
    },
    "unit": {
      "@id": "anom:unit",
      "@type": "xsd:string"
    },
    "granularity": {
      "@id": "anom:granularity",
      "@type": "xsd:string"
    },
    "seasonality": {
      "@id": "anom:seasonality",
      "@type": "xsd:string"
    },
    "dataPoints": {
      "@id": "anom:data_points",
      "@container": "@set",
      "@type": "@id"
    },
    "mode": {
      "@id": "anom:mode",
      "@type": "xsd:string"
    },
    "sensitivity": {
      "@id": "anom:sensitivity",
      "@type": "xsd:decimal"
    },
    "seriesIds": {
      "@id": "anom:series_ids",
      "@container": "@set",
      "@type": "xsd:string"
    }
  }
}